Multiple Correspondence Analysis

This dataset contains 1267 individuals and 659 variables.

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1. Study of the outliers

The analysis of the graphs does not detect any outlier.

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2. Inertia distribution

The inertia of the first dimensions shows if there are strong relationships between variables and suggests the number of dimensions that should be studied.

The first two dimensions of MCA express 7.86% of the total dataset inertia ; that means that 7.86% of the individuals (or variables) cloud total variability is explained by the plane. This is a very small percentage and the first plane represents a small part of the data variability. This value is greater than the reference value that equals 0.96%, the variability explained by this plane is thus significant (the reference value is the 0.95-quantile of the inertia percentages distribution obtained by simulating 537 data tables of equivalent size on the basis of a uniform distribution).

From these observations, it is important to also interpret the dimensions greater or equal to the third one.

Figure 2 - Decomposition of the total inertia on the components of the MCA

An estimation of the right number of axis to interpret suggests to restrict the analysis to the description of the first 78 axis. These axis present an amount of inertia greater than those obtained by the 0.95-quantile of random distributions (51.52% against 30.35%). This observation suggests that only these axis are carrying a real information. As a consequence, the description will stand to these axis.

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3. Description of the plane 1:2

Figure 3.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 3.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

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The dimension 1 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v55=v55_9, v44=v44_9, v56=v56_9, v29=v29_1, v5=v5_0, v54=v54_9, v28=v28_1, v58=v58_9, v62=v62_9 and v57=v57_9 (factors are sorted from the most common).
• low frequency for factors like v51=v51.NA, v62=v62.NA, v48=v48.NA, v59=v59.NA, v45=v45.NA, v56=v56.NA, v35=v35.NA, v44=v44.NA, v55=v55.NA and v47=v47.NA (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v79=v79.NA, v80=v80.NA, v83=v83.NA, v82=v82.NA, v71=v71.NA, v70=v70.NA, v29=v29.NA, v28=v28.NA, v30=v30.NA and v41=v41.NA (factors are sorted from the most common).
• low frequency for factors like v69=v69_9, v67=v67_9, v80=v80_2, v68=v68_1, v41=v41_1, v37=v37_1, v79=v79_2, v65=v65_9, v62=v62_9 and v33=v33_1 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v56=v56.NA, v45=v45.NA, v59=v59.NA, v48=v48.NA, v35=v35.NA, v58=v58.NA, v47=v47.NA, v61=v61.NA, v50=v50.NA and v57=v57.NA (factors are sorted from the most common).
• low frequency for factors like v44=v44_9, v55=v55_9, v61=v61_9, v56=v56_9, v59=v59_9, v4=v4_0, v58=v58_9, v5=v5_0, v64=v64_9 and v29=v29_1 (factors are sorted from the rarest).

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The dimension 2 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v56=v56.NA, v45=v45.NA, v59=v59.NA, v48=v48.NA, v35=v35.NA, v58=v58.NA, v47=v47.NA, v61=v61.NA, v50=v50.NA and v57=v57.NA (factors are sorted from the most common).
• low frequency for factors like v44=v44_9, v55=v55_9, v61=v61_9, v56=v56_9, v59=v59_9, v4=v4_0, v58=v58_9, v5=v5_0, v64=v64_9 and v29=v29_1 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v55=v55_3, v44=v44_1, v56=v56_3, v57=v57_3, v66=v66_5, v45=v45_1, v42=v42_7, v58=v58_3, v40=v40_7 and v41=v41_2 (factors are sorted from the most common).
• low frequency for factors like v34=v34.NA, v81=v81.NA, v112=v112.NA, v45=v45.NA, v56=v56.NA, v54=v54.NA, v65=v65.NA, v44=v44.NA, v55=v55.NA and v31=v31.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v79=v79.NA, v80=v80.NA, v83=v83.NA, v82=v82.NA, v71=v71.NA, v70=v70.NA, v29=v29.NA, v28=v28.NA, v30=v30.NA and v41=v41.NA (factors are sorted from the most common).
• low frequency for factors like v69=v69_9, v67=v67_9, v80=v80_2, v68=v68_1, v41=v41_1, v37=v37_1, v79=v79_2, v65=v65_9, v62=v62_9 and v33=v33_1 (factors are sorted from the rarest).

The group 4 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v55=v55_9, v44=v44_9, v56=v56_9, v29=v29_1, v5=v5_0, v54=v54_9, v28=v28_1, v58=v58_9, v62=v62_9 and v57=v57_9 (factors are sorted from the most common).
• low frequency for factors like v51=v51.NA, v62=v62.NA, v48=v48.NA, v59=v59.NA, v45=v45.NA, v56=v56.NA, v35=v35.NA, v44=v44.NA, v55=v55.NA and v47=v47.NA (factors are sorted from the rarest).

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4. Description of the plane 3:4

Figure 4.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 4.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

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The dimension 3 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v42=v42_4, v30=v30_2, v34=v34_4, v41=v41_2, v76=v76_4, v26=v26_4, v25=v25_7, v29=v29_1, v24=v24_1 and v23=v23_10 (factors are sorted from the most common).
• low frequency for factors like v42=v42_6, v4=v4_1, v68=v68_1, v30=v30_7, v29=v29_5, v41=v41_1, v83=v83_8, v82=v82_8, v85=v85.NA and v23=v23_1 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v41=v41.NA, v40=v40.NA, v30=v30.NA, v29=v29.NA, v28=v28.NA, v32=v32.NA, v33=v33.NA, v42=v42_9, v83=v83.NA and v79=v79.NA (factors are sorted from the most common).
• low frequency for factors like v42=v42_6, v41=v41_1, v80=v80_2, v28=v28_3, v79=v79_2, v83=v83_8, v9=v9_5, v66=v66_1, v67=v67_9 and v69=v69_9 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v42=v42_6, v41=v41_1, v83=v83_8, v28=v28_3, v68=v68_1, v29=v29_5, v54=v54_5, v69=v69_9, v66=v66_1 and v28=v28_4 (factors are sorted from the most common).
• low frequency for factors like v34=v34_4, v23=v23_10, v24=v24_1, v68=v68.NA, v69=v69.NA, v40=v40.NA, v41=v41.NA, v28=v28.NA, v29=v29.NA and v30=v30.NA (factors are sorted from the rarest).

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The dimension 4 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v41=v41.NA, v40=v40.NA, v30=v30.NA, v29=v29.NA, v28=v28.NA, v32=v32.NA, v33=v33.NA, v42=v42_9, v83=v83.NA and v79=v79.NA (factors are sorted from the most common).
• low frequency for factors like v42=v42_6, v41=v41_1, v80=v80_2, v28=v28_3, v79=v79_2, v83=v83_8, v9=v9_5, v66=v66_1, v67=v67_9 and v69=v69_9 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v42=v42_4, v30=v30_2, v34=v34_4, v41=v41_2, v76=v76_4, v26=v26_4, v25=v25_7, v29=v29_1, v24=v24_1 and v23=v23_10 (factors are sorted from the most common).
• low frequency for factors like v42=v42_6, v4=v4_1, v68=v68_1, v30=v30_7, v29=v29_5, v41=v41_1, v83=v83_8, v82=v82_8, v85=v85.NA and v23=v23_1 (factors are sorted from the rarest).

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5. Description of the plane 5:6

Figure 5.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 5.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

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The dimension 5 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v79=v79_5, v43=v43_3, v26=v26_4, v25=v25_7, v42=v42_4, v24=v24_1, v23=v23_10, v19=v19_4, v40=v40_2 and v28=v28_4 (factors are sorted from the most common).
• low frequency for factors like v79=v79_2, v19=v19_1, v82=v82_4, v34=v34_2, v47=v47_6, v4=v4_2, v74=v74_6, v76=v76_6, v42=v42_9 and v9=v9_5 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v43=v43.NA, v20=v20.NA, v19=v19.NA, v18=v18.NA, v17=v17.NA, v22=v22.NA, v21=v21.NA, v26=v26.NA, v25=v25.NA and v24=v24.NA (factors are sorted from the most common).
• low frequency for factors like v20=v20_9, v22=v22_9, v18=v18_9, v19=v19_1, v43=v43_1, v21=v21_9, v17=v17_4, v55=v55_3, v15=v15_6 and v15=v15_3 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v19=v19_1, v79=v79_2, v82=v82_4, v43=v43_1, v20=v20_9, v76=v76_6, v47=v47_6, v17=v17_4, v44=v44_1 and v55=v55_3 (factors are sorted from the most common).
• low frequency for factors like v79=v79_5, v43=v43_3, v42=v42_4, v25=v25_7, v26=v26_4, v72=v72_2, v23=v23_10, v24=v24_1, v19=v19_4 and v34=v34_4 (factors are sorted from the rarest).

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The dimension 6 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v43=v43.NA, v20=v20.NA, v19=v19.NA, v18=v18.NA, v17=v17.NA, v22=v22.NA, v21=v21.NA, v26=v26.NA, v25=v25.NA and v24=v24.NA (factors are sorted from the most common).
• low frequency for factors like v20=v20_9, v22=v22_9, v18=v18_9, v19=v19_1, v43=v43_1, v21=v21_9, v17=v17_4, v55=v55_3, v15=v15_6 and v15=v15_3 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v79=v79_5, v43=v43_3, v26=v26_4, v25=v25_7, v42=v42_4, v24=v24_1, v23=v23_10, v19=v19_4, v40=v40_2 and v28=v28_4 (factors are sorted from the most common).
• low frequency for factors like v79=v79_2, v19=v19_1, v82=v82_4, v34=v34_2, v47=v47_6, v4=v4_2, v74=v74_6, v76=v76_6, v42=v42_9 and v9=v9_5 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v19=v19_1, v79=v79_2, v82=v82_4, v43=v43_1, v20=v20_9, v76=v76_6, v47=v47_6, v17=v17_4, v44=v44_1 and v55=v55_3 (factors are sorted from the most common).
• low frequency for factors like v79=v79_5, v43=v43_3, v42=v42_4, v25=v25_7, v26=v26_4, v72=v72_2, v23=v23_10, v24=v24_1, v19=v19_4 and v34=v34_4 (factors are sorted from the rarest).

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6. Description of the plane 7:8

Figure 6.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 6.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

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The dimension 7 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for the factors v42=v42.NA, v5=v5.NA, v4=v4.NA, v3=v3.NA, v2=v2.NA, v1=v1.NA, v20=v20_4, v24=v24_6, v23=v23_11 and v19=v19_5 (factors are sorted from the most common).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v19=v19_1, v43=v43_1, v28=v28_4, v46=v46_9, v40=v40_2, v85=v85.NA, v84=v84.NA, v88=v88.NA, v87=v87.NA and v71=v71_1 (factors are sorted from the most common).
• low frequency for factors like v43=v43_3, v72=v72_2, v19=v19_4, v17=v17_1, v76=v76_3, v24=v24_4, v73=v73_4, v23=v23_1, v85=v85_2 and v74=v74_3 (factors are sorted from the rarest).

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The dimension 8 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v43=v43_3, v72=v72_2, v19=v19_4, v17=v17_1, v76=v76_3, v24=v24_4, v73=v73_4, v23=v23_1, v85=v85_2 and v74=v74_3 (factors are sorted from the most common).
• low frequency for factors like v19=v19_1, v43=v43_1, v28=v28_4, v46=v46_9, v40=v40_2, v84=v84.NA, v85=v85.NA, v88=v88.NA, v87=v87.NA and v70=v70_1 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v19=v19_1, v43=v43_1, v28=v28_4, v46=v46_9, v40=v40_2, v85=v85.NA, v84=v84.NA, v88=v88.NA, v87=v87.NA and v71=v71_1 (factors are sorted from the most common).
• low frequency for factors like v43=v43_3, v72=v72_2, v19=v19_4, v17=v17_1, v76=v76_3, v24=v24_4, v73=v73_4, v23=v23_1, v85=v85_2 and v74=v74_3 (factors are sorted from the rarest).

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7. Description of the plane 9:10

Figure 7.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 7.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

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The dimension 9 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v58=v58_3, v42=v42_9, v30=v30.NA, v29=v29.NA, v28=v28.NA, v43=v43.NA, v32=v32.NA, v4=v4_2, v57=v57_3 and v41=v41.NA (factors are sorted from the most common).
• low frequency for factors like v41=v41_1, v68=v68_1, v17=v17_1, v44=v44_9, v18=v18_9, v66=v66_1, v55=v55_9, v25=v25_15, v26=v26_9 and v33=v33_1 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v42=v42_2, v3=v3_5, v47=v47_9, v80=v80_1, v35=v35_5, v43=v43_5, v83=v83_3, v53=v53_9, v21=v21_4 and v54=v54_9 (factors are sorted from the most common).
• low frequency for factors like v88=v88.NA, v3=v3_0, v84=v84.NA, v87=v87.NA, v29=v29_6, v85=v85.NA, v48=v48_9, v21=v21_9, v86=v86.NA and v24=v24_4 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v66=v66_1, v87=v87.NA, v86=v86.NA, v84=v84.NA, v85=v85.NA, v88=v88.NA, v43=v43_3, v71=v71_1, v70=v70_1 and v32=v32_2 (factors are sorted from the most common).
• low frequency for factors like v42=v42_2, v84=v84_5, v3=v3_5, v87=v87_8, v43=v43_5, v80=v80_1, v83=v83_3, v21=v21_4, v58=v58_3 and v85=v85_2 (factors are sorted from the rarest).

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The dimension 10 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v42=v42_2, v3=v3_5, v47=v47_9, v80=v80_1, v35=v35_5, v43=v43_5, v83=v83_3, v53=v53_9, v21=v21_4 and v54=v54_9 (factors are sorted from the most common).
• low frequency for factors like v88=v88.NA, v3=v3_0, v84=v84.NA, v87=v87.NA, v29=v29_6, v85=v85.NA, v48=v48_9, v21=v21_9, v86=v86.NA and v24=v24_4 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v58=v58_3, v42=v42_9, v30=v30.NA, v29=v29.NA, v28=v28.NA, v43=v43.NA, v32=v32.NA, v4=v4_2, v57=v57_3 and v41=v41.NA (factors are sorted from the most common).
• low frequency for factors like v41=v41_1, v68=v68_1, v17=v17_1, v44=v44_9, v18=v18_9, v66=v66_1, v55=v55_9, v25=v25_15, v26=v26_9 and v33=v33_1 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v66=v66_1, v87=v87.NA, v86=v86.NA, v84=v84.NA, v85=v85.NA, v88=v88.NA, v43=v43_3, v71=v71_1, v70=v70_1 and v32=v32_2 (factors are sorted from the most common).
• low frequency for factors like v42=v42_2, v84=v84_5, v3=v3_5, v87=v87_8, v43=v43_5, v80=v80_1, v83=v83_3, v21=v21_4, v58=v58_3 and v85=v85_2 (factors are sorted from the rarest).

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8. Description of the plane 11:12

Figure 8.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 8.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

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The dimension 11 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v26=v26_9, v25=v25_15, v24=v24_7, v23=v23_8, v81=v81_9, v55=v55.NA, v44=v44.NA, v96=v96_99, v58=v58.NA and v47=v47.NA (factors are sorted from the most common).
• low frequency for factors like v53=v53_9, v40=v40_1, v23=v23.NA, v24=v24.NA, v25=v25.NA, v26=v26.NA, v75=v75.NA, v74=v74.NA, v94=v94_0 and v95=v95_0 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v25=v25_10, v24=v24_6, v23=v23_11, v26=v26_5, v57=v57_4, v46=v46_7, v58=v58_4, v56=v56_4, v47=v47_7 and v45=v45_7 (factors are sorted from the most common).
• low frequency for factors like v80=v80_2, v79=v79_2, v6=v6_1, v83=v83_8, v31=v31.NA, v28=v28_3, v50=v50.NA, v61=v61.NA, v42=v42_6 and v53=v53.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v26=v26.NA, v25=v25.NA, v24=v24.NA, v23=v23.NA, v94=v94_0, v96=v96_0, v95=v95_0, v75=v75.NA, v74=v74.NA and v53=v53_9 (factors are sorted from the most common).
• low frequency for factors like v25=v25_15, v26=v26_9, v23=v23_8, v24=v24_7, v96=v96_99, v81=v81_9, v44=v44.NA, v55=v55.NA, v77=v77_1 and v47=v47.NA (factors are sorted from the rarest).

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The dimension 12 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v26=v26.NA, v25=v25.NA, v24=v24.NA, v23=v23.NA, v94=v94_0, v96=v96_0, v95=v95_0, v75=v75.NA, v74=v74.NA and v53=v53_9 (factors are sorted from the most common).
• low frequency for factors like v25=v25_15, v26=v26_9, v23=v23_8, v24=v24_7, v96=v96_99, v81=v81_9, v44=v44.NA, v55=v55.NA, v77=v77_1 and v47=v47.NA (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v25=v25_10, v24=v24_6, v23=v23_11, v26=v26_5, v57=v57_4, v46=v46_7, v58=v58_4, v56=v56_4, v47=v47_7 and v45=v45_7 (factors are sorted from the most common).
• low frequency for factors like v80=v80_2, v79=v79_2, v6=v6_1, v83=v83_8, v31=v31.NA, v28=v28_3, v50=v50.NA, v61=v61.NA, v42=v42_6 and v53=v53.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v26=v26_9, v25=v25_15, v24=v24_7, v23=v23_8, v81=v81_9, v55=v55.NA, v44=v44.NA, v96=v96_99, v58=v58.NA and v47=v47.NA (factors are sorted from the most common).
• low frequency for factors like v53=v53_9, v40=v40_1, v23=v23.NA, v24=v24.NA, v25=v25.NA, v26=v26.NA, v75=v75.NA, v74=v74.NA, v94=v94_0 and v95=v95_0 (factors are sorted from the rarest).

---

9. Description of the plane 13:14

Figure 9.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 9.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 13 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v86=v86.NA, v85=v85.NA, v84=v84.NA, v88=v88.NA, v87=v87.NA, v26=v26.NA, v25=v25.NA, v24=v24.NA, v23=v23.NA and v53=v53_1 (factors are sorted from the most common).
• low frequency for factors like v88=v88_8, v84=v84_5, v42=v42_1, v85=v85_2, v86=v86_9, v87=v87_8, v25=v25_15, v26=v26_9, v1=v1_5 and v41=v41_1 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v42=v42_1, v40=v40_1, v53=v53_9, v30=v30_2, v2=v2_3, v1=v1_6, v88=v88.NA, v85=v85.NA, v84=v84.NA and v41=v41_1 (factors are sorted from the most common).
• low frequency for factors like v23=v23.NA, v24=v24.NA, v25=v25.NA, v26=v26.NA, v53=v53_1, v84=v84_5, v44=v44_1, v55=v55_3, v54=v54_5 and v41=v41_2 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v84=v84_5, v88=v88_8, v85=v85_2, v87=v87_8, v86=v86_9, v87=v87_7, v87=v87_9, v85=v85_4, v86=v86_2 and v83=v83_8 (factors are sorted from the most common).
• low frequency for factors like v84=v84.NA, v85=v85.NA, v88=v88.NA, v87=v87.NA, v86=v86.NA, v54=v54_9, v28=v28_1, v5=v5_0, v29=v29_1 and v95=v95_0 (factors are sorted from the rarest).

---

The dimension 14 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v84=v84_5, v88=v88_8, v85=v85_2, v87=v87_8, v86=v86_9, v87=v87_7, v87=v87_9, v85=v85_4, v86=v86_2 and v83=v83_8 (factors are sorted from the most common).
• low frequency for factors like v84=v84.NA, v85=v85.NA, v88=v88.NA, v87=v87.NA, v86=v86.NA, v54=v54_9, v28=v28_1, v5=v5_0, v29=v29_1 and v95=v95_0 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v42=v42_1, v40=v40_1, v53=v53_9, v30=v30_2, v2=v2_3, v1=v1_6, v88=v88.NA, v85=v85.NA, v84=v84.NA and v41=v41_1 (factors are sorted from the most common).
• low frequency for factors like v23=v23.NA, v24=v24.NA, v25=v25.NA, v26=v26.NA, v53=v53_1, v84=v84_5, v44=v44_1, v55=v55_3, v54=v54_5 and v41=v41_2 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v86=v86.NA, v85=v85.NA, v84=v84.NA, v88=v88.NA, v87=v87.NA, v26=v26.NA, v25=v25.NA, v24=v24.NA, v23=v23.NA and v53=v53_1 (factors are sorted from the most common).
• low frequency for factors like v88=v88_8, v84=v84_5, v42=v42_1, v85=v85_2, v86=v86_9, v87=v87_8, v25=v25_15, v26=v26_9, v1=v1_5 and v41=v41_1 (factors are sorted from the rarest).

---

10. Description of the plane 15:16

Figure 10.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 10.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 15 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v26=v26.NA, v25=v25.NA, v24=v24.NA, v23=v23.NA, v75=v75_9, v74=v74_1, v83=v83_5, v27=v27.NA, v83=v83_9 and v82=v82_7 (factors are sorted from the most common).
• low frequency for factors like v25=v25_15, v26=v26_9, v23=v23_7, v24=v24_8, v66=v66_4, v27=v27_4, v45=v45_6, v43=v43_5, v72=v72_1 and v74=v74.NA (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v45=v45_6, v80=v80_4, v51=v51_1, v42=v42_1, v5=v5_1, v23=v23_6, v66=v66_2, v54=v54_4, v81=v81_3 and v50=v50_5 (factors are sorted from the most common).
• low frequency for factors like v42=v42_3, v2=v2_0, v28=v28_4, v48=v48_1, v46=v46_6, v8=v8_5, v23=v23.NA, v24=v24.NA, v25=v25.NA and v26=v26.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v43=v43_5, v28=v28_4, v21=v21_4, v59=v59_3, v66=v66_4, v48=v48_1, v26=v26_9, v25=v25_15, v51=v51_9 and v27=v27_4 (factors are sorted from the most common).
• low frequency for factors like v33=v33_1, v23=v23.NA, v24=v24.NA, v25=v25.NA, v26=v26.NA, v3=v3_0, v66=v66_1, v48=v48_9, v72=v72_9 and v73=v73_9 (factors are sorted from the rarest).

---

The dimension 16 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v43=v43_5, v28=v28_4, v21=v21_4, v59=v59_3, v66=v66_4, v48=v48_1, v26=v26_9, v25=v25_15, v51=v51_9 and v27=v27_4 (factors are sorted from the most common).
• low frequency for factors like v33=v33_1, v23=v23.NA, v24=v24.NA, v25=v25.NA, v26=v26.NA, v3=v3_0, v66=v66_1, v48=v48_9, v72=v72_9 and v73=v73_9 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v26=v26.NA, v25=v25.NA, v24=v24.NA, v23=v23.NA, v75=v75_9, v74=v74_1, v83=v83_5, v27=v27.NA, v83=v83_9 and v82=v82_7 (factors are sorted from the most common).
• low frequency for factors like v25=v25_15, v26=v26_9, v23=v23_7, v24=v24_8, v66=v66_4, v27=v27_4, v45=v45_6, v43=v43_5, v72=v72_1 and v74=v74.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v45=v45_6, v80=v80_4, v51=v51_1, v42=v42_1, v5=v5_1, v23=v23_6, v66=v66_2, v54=v54_4, v81=v81_3 and v50=v50_5 (factors are sorted from the most common).
• low frequency for factors like v42=v42_3, v2=v2_0, v28=v28_4, v48=v48_1, v46=v46_6, v8=v8_5, v23=v23.NA, v24=v24.NA, v25=v25.NA and v26=v26.NA (factors are sorted from the rarest).

---

11. Description of the plane 17:18

Figure 11.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 11.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 17 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v74=v74_2, v83=v83_8, v75=v75_1, v19=v19_4, v3=v3_0, v41=v41_2, v1=v1_0, v40=v40_6, v43=v43_3 and v76=v76_2 (factors are sorted from the most common).
• low frequency for factors like v74=v74.NA, v76=v76.NA, v77=v77.NA, v4=v4_0, v72=v72.NA, v73=v73.NA, v41=v41_1, v3=v3_2, v83=v83_9 and v8=v8_8 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v27=v27_1, v47=v47_6, v24=v24_8, v23=v23_7, v48=v48_9, v6=v6_6, v42=v42_1, v83=v83_9, v43=v43_3 and v95=v95_52 (factors are sorted from the most common).
• low frequency for factors like v19=v19_1, v24=v24_4, v23=v23_1, v26=v26_2, v20=v20_9, v25=v25_1, v42=v42_3, v82=v82_8, v43=v43_1 and v81=v81_3 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v42=v42_3, v24=v24_4, v47=v47_9, v25=v25_5, v54=v54_9, v29=v29_1, v19=v19_1, v28=v28_1, v5=v5_0 and v26=v26_2 (factors are sorted from the most common).
• low frequency for factors like v47=v47_6, v83=v83_9, v81=v81_9, v88=v88_8, v82=v82_7, v19=v19_4, v42=v42_1, v43=v43_3, v46=v46_1 and v80=v80_2 (factors are sorted from the rarest).

The group 4 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v28=v28_3, v81=v81_9, v73=v73_2, v73=v73.NA, v72=v72.NA, v6=v6_2, v74=v74_6, v74=v74.NA, v8=v8_8 and v77=v77.NA (factors are sorted from the most common).
• low frequency for factors like v48=v48_9, v47=v47_9, v43=v43_3, v72=v72_2, v52=v52_9, v74=v74_7, v70=v70_1, v71=v71_1, v35=v35_5 and v76=v76_7 (factors are sorted from the rarest).

---

The dimension 18 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v28=v28_3, v81=v81_9, v73=v73_2, v73=v73.NA, v72=v72.NA, v6=v6_2, v74=v74_6, v74=v74.NA, v8=v8_8 and v77=v77.NA (factors are sorted from the most common).
• low frequency for factors like v48=v48_9, v47=v47_9, v43=v43_3, v72=v72_2, v52=v52_9, v74=v74_7, v70=v70_1, v71=v71_1, v35=v35_5 and v76=v76_7 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v27=v27_1, v47=v47_6, v24=v24_8, v23=v23_7, v48=v48_9, v6=v6_6, v42=v42_1, v83=v83_9, v43=v43_3 and v95=v95_52 (factors are sorted from the most common).
• low frequency for factors like v19=v19_1, v24=v24_4, v23=v23_1, v26=v26_2, v20=v20_9, v25=v25_1, v42=v42_3, v82=v82_8, v43=v43_1 and v81=v81_3 (factors are sorted from the rarest).

The group 3 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v79=v79_4, v40=v40_5, v96=v96_36, v86=v86_5, v84=v84_4, v31=v31_3, v35=v35_2, v42=v42_2, v6=v6_2 and v95=v95_23 (factors are sorted from the most common).

The group 4 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v42=v42_3, v24=v24_4, v47=v47_9, v25=v25_5, v54=v54_9, v29=v29_1, v19=v19_1, v28=v28_1, v5=v5_0 and v26=v26_2 (factors are sorted from the most common).
• low frequency for factors like v47=v47_6, v83=v83_9, v81=v81_9, v88=v88_8, v82=v82_7, v19=v19_4, v42=v42_1, v43=v43_3, v46=v46_1 and v80=v80_2 (factors are sorted from the rarest).

The group 5 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v74=v74_2, v83=v83_8, v75=v75_1, v19=v19_4, v3=v3_0, v41=v41_2, v1=v1_0, v40=v40_6, v43=v43_3 and v76=v76_2 (factors are sorted from the most common).
• low frequency for factors like v74=v74.NA, v76=v76.NA, v77=v77.NA, v4=v4_0, v72=v72.NA, v73=v73.NA, v41=v41_1, v3=v3_2, v83=v83_9 and v8=v8_8 (factors are sorted from the rarest).

---

12. Description of the plane 19:20

Figure 12.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 12.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 19 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v26=v26_1, v25=v25_1, v23=v23_1, v27=v27_5, v24=v24_4, v31=v31_1, v83=v83_8, v75=v75_2, v87=v87.NA and v88=v88.NA (factors are sorted from the most common).
• low frequency for factors like v83=v83_9, v82=v82_7, v85=v85_2, v29=v29_6, v79=v79_5, v45=v45_6, v27=v27_6, v23=v23.NA, v24=v24.NA and v25=v25.NA (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v83=v83_9, v82=v82_7, v27=v27_1, v29=v29_6, v84=v84_2, v85=v85_2, v30=v30_3, v21=v21_9, v75=v75_1 and v87=v87_4 (factors are sorted from the most common).
• low frequency for factors like v83=v83_8, v26=v26_1, v21=v21_1, v30=v30_1, v43=v43_6, v85=v85.NA, v88=v88.NA, v84=v84.NA, v25=v25_1 and v31=v31_1 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v71=v71_3, v45=v45_6, v66=v66_4, v28=v28_2, v5=v5_1, v21=v21_4, v27=v27_4, v43=v43_5, v4=v4_8 and v83=v83_6 (factors are sorted from the most common).
• low frequency for factors like v83=v83_9, v26=v26_1, v25=v25_1, v23=v23_1, v24=v24_4, v66=v66_1, v70=v70_1, v71=v71_1, v27=v27_5 and v84=v84_2 (factors are sorted from the rarest).

---

The dimension 20 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v71=v71_3, v45=v45_6, v66=v66_4, v28=v28_2, v5=v5_1, v21=v21_4, v27=v27_4, v43=v43_5, v4=v4_8 and v83=v83_6 (factors are sorted from the most common).
• low frequency for factors like v83=v83_9, v26=v26_1, v25=v25_1, v23=v23_1, v24=v24_4, v66=v66_1, v70=v70_1, v71=v71_1, v27=v27_5 and v84=v84_2 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v26=v26_1, v25=v25_1, v23=v23_1, v27=v27_5, v24=v24_4, v31=v31_1, v83=v83_8, v75=v75_2, v87=v87.NA and v88=v88.NA (factors are sorted from the most common).
• low frequency for factors like v83=v83_9, v82=v82_7, v85=v85_2, v29=v29_6, v79=v79_5, v45=v45_6, v27=v27_6, v23=v23.NA, v24=v24.NA and v25=v25.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v83=v83_9, v82=v82_7, v27=v27_1, v29=v29_6, v84=v84_2, v85=v85_2, v30=v30_3, v21=v21_9, v75=v75_1 and v87=v87_4 (factors are sorted from the most common).
• low frequency for factors like v83=v83_8, v26=v26_1, v21=v21_1, v30=v30_1, v43=v43_6, v85=v85.NA, v88=v88.NA, v84=v84.NA, v25=v25_1 and v31=v31_1 (factors are sorted from the rarest).

---

13. Description of the plane 21:22

Figure 13.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 13.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 21 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v58=v58.NA, v47=v47.NA, v55=v55.NA, v44=v44.NA, v65=v65.NA, v54=v54.NA, v62=v62.NA, v94=v94_99, v76=v76_7 and v51=v51.NA (factors are sorted from the most common).
• low frequency for factors like v47=v47_6, v51=v51_1, v58=v58_9, v65=v65_9, v76=v76.NA, v62=v62_9, v42=v42_6, v77=v77.NA, v90=v90_0 and v16=v16_9 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v81=v81_9, v95=v95_84, v74=v74_6, v96=v96_99, v19=v19_2, v76=v76_6, v26=v26.NA, v25=v25.NA, v24=v24.NA and v23=v23.NA (factors are sorted from the most common).
• low frequency for factors like v25=v25_15, v26=v26_9, v95=v95_0, v96=v96_0, v90=v90_0, v94=v94_0, v23=v23_8, v24=v24_7, v7=v7_8 and v28=v28_4 (factors are sorted from the rarest).

The group 3 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v34=v34_0, v86=v86_0, v81=v81_0, v48=v48_2, v88=v88_3, v46=v46_5, v51=v51_2, v85=v85_1, v36=v36_2 and v6=v6_4 (factors are sorted from the most common).

The group 4 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v90=v90_0, v94=v94_0, v96=v96_0, v95=v95_0, v24=v24_7, v23=v23_8, v51=v51_1, v65=v65_9, v48=v48_8 and v58=v58_9 (factors are sorted from the most common).
• low frequency for factors like v96=v96_99, v23=v23.NA, v24=v24.NA, v25=v25.NA, v26=v26.NA, v90=v90_2, v54=v54.NA, v65=v65.NA, v44=v44.NA and v55=v55.NA (factors are sorted from the rarest).

---

The dimension 22 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v58=v58.NA, v47=v47.NA, v55=v55.NA, v44=v44.NA, v65=v65.NA, v54=v54.NA, v62=v62.NA, v94=v94_99, v76=v76_7 and v51=v51.NA (factors are sorted from the most common).
• low frequency for factors like v47=v47_6, v51=v51_1, v58=v58_9, v65=v65_9, v76=v76.NA, v62=v62_9, v42=v42_6, v77=v77.NA, v90=v90_0 and v16=v16_9 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v90=v90_0, v94=v94_0, v96=v96_0, v95=v95_0, v24=v24_7, v23=v23_8, v51=v51_1, v65=v65_9, v48=v48_8 and v58=v58_9 (factors are sorted from the most common).
• low frequency for factors like v96=v96_99, v23=v23.NA, v24=v24.NA, v25=v25.NA, v26=v26.NA, v90=v90_2, v54=v54.NA, v65=v65.NA, v44=v44.NA and v55=v55.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v81=v81_9, v95=v95_84, v74=v74_6, v96=v96_99, v19=v19_2, v76=v76_6, v26=v26.NA, v25=v25.NA, v24=v24.NA and v23=v23.NA (factors are sorted from the most common).
• low frequency for factors like v25=v25_15, v26=v26_9, v95=v95_0, v96=v96_0, v90=v90_0, v94=v94_0, v23=v23_8, v24=v24_7, v7=v7_8 and v28=v28_4 (factors are sorted from the rarest).

The group 4 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v34=v34_0, v86=v86_0, v81=v81_0, v48=v48_2, v88=v88_3, v46=v46_5, v51=v51_2, v85=v85_1, v36=v36_2 and v6=v6_4 (factors are sorted from the most common).

---

14. Description of the plane 23:24

Figure 14.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 14.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 23 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v74=v74.NA, v75=v75.NA, v28=v28_4, v77=v77.NA, v76=v76.NA, v73=v73.NA, v72=v72.NA, v79=v79_2, v24=v24_4 and v29=v29_6 (factors are sorted from the most common).
• low frequency for factors like v70=v70_4, v44=v44_1, v76=v76_5, v55=v55_3, v40=v40.NA, v41=v41.NA, v4=v4_1, v42=v42_9, v88=v88_8 and v23=v23_10 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v88=v88_8, v76=v76_5, v27=v27_3, v26=v26_5, v17=v17_1, v85=v85_2, v24=v24_5, v23=v23_12, v77=v77_1 and v32=v32_2 (factors are sorted from the most common).
• low frequency for factors like v85=v85.NA, v88=v88.NA, v43=v43_1, v84=v84.NA, v40=v40_3, v87=v87.NA, v15=v15_6, v22=v22_9, v23=v23.NA and v24=v24.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v40=v40_3, v26=v26.NA, v25=v25.NA, v24=v24.NA, v23=v23.NA, v4=v4_1, v30=v30.NA, v29=v29.NA, v28=v28.NA and v41=v41.NA (factors are sorted from the most common).
• low frequency for factors like v40=v40_7, v79=v79_2, v41=v41_2, v42=v42_7, v29=v29_6, v28=v28_5, v4=v4_3, v2=v2_0, v28=v28_4 and v54=v54_4 (factors are sorted from the rarest).

---

The dimension 24 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v40=v40_3, v26=v26.NA, v25=v25.NA, v24=v24.NA, v23=v23.NA, v4=v4_1, v30=v30.NA, v29=v29.NA, v28=v28.NA and v41=v41.NA (factors are sorted from the most common).
• low frequency for factors like v40=v40_7, v79=v79_2, v41=v41_2, v42=v42_7, v29=v29_6, v28=v28_5, v4=v4_3, v2=v2_0, v28=v28_4 and v54=v54_4 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v88=v88_8, v76=v76_5, v27=v27_3, v26=v26_5, v17=v17_1, v85=v85_2, v24=v24_5, v23=v23_12, v77=v77_1 and v32=v32_2 (factors are sorted from the most common).
• low frequency for factors like v85=v85.NA, v88=v88.NA, v43=v43_1, v84=v84.NA, v40=v40_3, v87=v87.NA, v15=v15_6, v22=v22_9, v23=v23.NA and v24=v24.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v74=v74.NA, v75=v75.NA, v28=v28_4, v77=v77.NA, v76=v76.NA, v73=v73.NA, v72=v72.NA, v79=v79_2, v24=v24_4 and v29=v29_6 (factors are sorted from the most common).
• low frequency for factors like v70=v70_4, v44=v44_1, v76=v76_5, v55=v55_3, v40=v40.NA, v41=v41.NA, v4=v4_1, v42=v42_9, v88=v88_8 and v23=v23_10 (factors are sorted from the rarest).

---

15. Description of the plane 25:26

Figure 15.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 15.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 25 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v48=v48_8, v71=v71_3, v73=v73_9, v72=v72_9, v67=v67_9, v75=v75.NA, v74=v74.NA, v51=v51_1, v83=v83_5 and v3=v3_3 (factors are sorted from the most common).
• low frequency for factors like v23=v23_12, v24=v24_5, v66=v66.NA, v67=v67.NA, v70=v70.NA, v71=v71.NA, v49=v49_1, v68=v68.NA, v69=v69.NA and v4=v4_2 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v88=v88_2, v44=v44_2, v45=v45_3, v25=v25_9, v84=v84_6, v83=v83_2, v47=v47_3, v63=v63_3, v68=v68_4 and v62=v62_3 (factors are sorted from the most common).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v24=v24_5, v23=v23_12, v67=v67.NA, v66=v66.NA, v71=v71.NA, v70=v70.NA, v49=v49_1, v69=v69.NA, v68=v68.NA and v4=v4_2 (factors are sorted from the most common).
• low frequency for factors like v48=v48_8, v71=v71_3, v67=v67_9, v72=v72_9, v73=v73_9, v75=v75.NA, v51=v51_1, v74=v74.NA, v83=v83_5 and v3=v3_3 (factors are sorted from the rarest).

---

The dimension 26 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v24=v24_5, v23=v23_12, v67=v67.NA, v66=v66.NA, v71=v71.NA, v70=v70.NA, v49=v49_1, v69=v69.NA, v68=v68.NA and v4=v4_2 (factors are sorted from the most common).
• low frequency for factors like v48=v48_8, v71=v71_3, v67=v67_9, v72=v72_9, v73=v73_9, v75=v75.NA, v51=v51_1, v74=v74.NA, v83=v83_5 and v3=v3_3 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v88=v88_2, v44=v44_2, v45=v45_3, v25=v25_9, v84=v84_6, v83=v83_2, v47=v47_3, v63=v63_3, v68=v68_4 and v62=v62_3 (factors are sorted from the most common).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v48=v48_8, v71=v71_3, v73=v73_9, v72=v72_9, v67=v67_9, v75=v75.NA, v74=v74.NA, v51=v51_1, v83=v83_5 and v3=v3_3 (factors are sorted from the most common).
• low frequency for factors like v23=v23_12, v24=v24_5, v66=v66.NA, v67=v67.NA, v70=v70.NA, v71=v71.NA, v49=v49_1, v68=v68.NA, v69=v69.NA and v4=v4_2 (factors are sorted from the rarest).

---

16. Description of the plane 27:28

Figure 16.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 16.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 27 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v26=v26.NA, v25=v25.NA, v24=v24.NA, v23=v23.NA, v74=v74_6, v32=v32_4, v15=v15_2, v76=v76_6, v26=v26_2 and v5=v5_8 (factors are sorted from the most common).
• low frequency for factors like v25=v25_15, v26=v26_9, v73=v73_1, v8=v8_5, v23=v23_8, v24=v24_7, v76=v76_7, v50=v50.NA, v61=v61.NA and v112=v112_1 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v41=v41_2, v26=v26_9, v25=v25_15, v64=v64_9, v24=v24_7, v23=v23_8, v82=v82_3, v71=v71.NA, v70=v70.NA and v75=v75.NA (factors are sorted from the most common).
• low frequency for factors like v23=v23.NA, v24=v24.NA, v25=v25.NA, v26=v26.NA, v4=v4_1, v82=v82_8, v41=v41_1, v3=v3_1, v32=v32_4 and v40=v40_3 (factors are sorted from the rarest).

---

The dimension 28 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v41=v41_2, v26=v26_9, v25=v25_15, v64=v64_9, v24=v24_7, v23=v23_8, v82=v82_3, v71=v71.NA, v70=v70.NA and v75=v75.NA (factors are sorted from the most common).
• low frequency for factors like v23=v23.NA, v24=v24.NA, v25=v25.NA, v26=v26.NA, v4=v4_1, v82=v82_8, v41=v41_1, v3=v3_1, v32=v32_4 and v40=v40_3 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v26=v26.NA, v25=v25.NA, v24=v24.NA, v23=v23.NA, v74=v74_6, v32=v32_4, v15=v15_2, v76=v76_6, v26=v26_2 and v5=v5_8 (factors are sorted from the most common).
• low frequency for factors like v25=v25_15, v26=v26_9, v73=v73_1, v8=v8_5, v23=v23_8, v24=v24_7, v76=v76_7, v50=v50.NA, v61=v61.NA and v112=v112_1 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v15=v15_6, v73=v73_1, v84=v84_2, v16=v16_1, v82=v82_8, v81=v81_4, v48=v48_8, v90=v90_8, v79=v79_5 and v2=v2_4 (factors are sorted from the most common).
• low frequency for factors like v41=v41_2, v3=v3_0, v40=v40_7, v72=v72_9, v73=v73_9, v52=v52_9, v82=v82_4, v79=v79_2, v68=v68_2 and v60=v60_9 (factors are sorted from the rarest).

---

17. Description of the plane 29:30

Figure 17.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 17.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 29 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v74=v74_3, v23=v23_6, v76=v76_3, v9=v9_2, v8=v8_2, v42=v42_3, v25=v25_5, v2=v2_5, v73=v73_1 and v94=v94_99 (factors are sorted from the most common).
• low frequency for factors like v15=v15_6, v77=v77_1, v81=v81_3, v27=v27_5, v5=v5_3, v50=v50.NA, v61=v61.NA, v81=v81_9, v16=v16_1 and v21=v21_6 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v5=v5_3, v42=v42_4, v4=v4_6, v66=v66_3, v4=v4_5, v3=v3_0, v67=v67.NA, v66=v66.NA, v65=v65.NA and v54=v54.NA (factors are sorted from the most common).
• low frequency for factors like v68=v68_1, v69=v69_9, v65=v65_9, v74=v74_1, v75=v75_9, v54=v54_9, v67=v67_9, v5=v5_6, v66=v66_4 and v54=v54_4 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v15=v15_6, v24=v24_7, v23=v23_8, v16=v16_1, v87=v87_7, v72=v72_5, v81=v81_3, v77=v77_1, v27=v27_5 and v86=v86_9 (factors are sorted from the most common).
• low frequency for factors like v9=v9_2, v53=v53_2, v30=v30_1, v23=v23_6, v74=v74_3, v76=v76_3, v51=v51_9, v8=v8_2, v23=v23_10 and v24=v24_1 (factors are sorted from the rarest).

---

The dimension 30 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v5=v5_3, v42=v42_4, v4=v4_6, v66=v66_3, v4=v4_5, v3=v3_0, v67=v67.NA, v66=v66.NA, v65=v65.NA and v54=v54.NA (factors are sorted from the most common).
• low frequency for factors like v68=v68_1, v69=v69_9, v65=v65_9, v74=v74_1, v75=v75_9, v54=v54_9, v67=v67_9, v5=v5_6, v66=v66_4 and v54=v54_4 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v74=v74_3, v23=v23_6, v76=v76_3, v9=v9_2, v8=v8_2, v42=v42_3, v25=v25_5, v2=v2_5, v73=v73_1 and v94=v94_99 (factors are sorted from the most common).
• low frequency for factors like v15=v15_6, v77=v77_1, v81=v81_3, v27=v27_5, v5=v5_3, v50=v50.NA, v61=v61.NA, v81=v81_9, v16=v16_1 and v21=v21_6 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v15=v15_6, v24=v24_7, v23=v23_8, v16=v16_1, v87=v87_7, v72=v72_5, v81=v81_3, v77=v77_1, v27=v27_5 and v86=v86_9 (factors are sorted from the most common).
• low frequency for factors like v9=v9_2, v53=v53_2, v30=v30_1, v23=v23_6, v74=v74_3, v76=v76_3, v51=v51_9, v8=v8_2, v23=v23_10 and v24=v24_1 (factors are sorted from the rarest).

---

18. Description of the plane 31:32

Figure 18.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 18.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 31 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v16=v16.NA, v15=v15.NA, v24=v24_2, v23=v23_13, v87=v87_4, v96=v96_0, v95=v95_0, v2=v2_0, v84=v84_2 and v37=v37_6 (factors are sorted from the most common).
• low frequency for factors like v23=v23_7, v24=v24_8, v87=v87_8, v84=v84_5, v21=v21_2, v16=v16_1, v42=v42_2, v96=v96_99, v15=v15_4 and v23=v23.NA (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v74=v74_3, v82=v82_2, v47=v47_6, v76=v76_3, v8=v8_4, v73=v73_9, v72=v72_9, v9=v9_6, v88=v88_5 and v4=v4_0 (factors are sorted from the most common).
• low frequency for factors like v2=v2_0, v90=v90_2, v47=v47_8, v88=v88_8, v6=v6_1, v76=v76_2, v83=v83_5, v77=v77.NA, v73=v73_3 and v82=v82_8 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v24=v24_8, v23=v23_7, v90=v90_2, v87=v87_8, v96=v96_99, v74=v74.NA, v94=v94_59, v75=v75.NA, v84=v84_5 and v15=v15_4 (factors are sorted from the most common).
• low frequency for factors like v23=v23_12, v24=v24_5, v8=v8_4, v47=v47_6, v88=v88_5, v6=v6_6, v15=v15.NA, v16=v16.NA, v75=v75_4 and v23=v23_13 (factors are sorted from the rarest).

---

The dimension 32 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v74=v74_3, v82=v82_2, v47=v47_6, v76=v76_3, v8=v8_4, v73=v73_9, v72=v72_9, v9=v9_6, v88=v88_5 and v4=v4_0 (factors are sorted from the most common).
• low frequency for factors like v2=v2_0, v90=v90_2, v47=v47_8, v88=v88_8, v6=v6_1, v76=v76_2, v83=v83_5, v77=v77.NA, v73=v73_3 and v82=v82_8 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v24=v24_8, v23=v23_7, v90=v90_2, v87=v87_8, v96=v96_99, v74=v74.NA, v94=v94_59, v75=v75.NA, v84=v84_5 and v15=v15_4 (factors are sorted from the most common).
• low frequency for factors like v23=v23_12, v24=v24_5, v8=v8_4, v47=v47_6, v88=v88_5, v6=v6_6, v15=v15.NA, v16=v16.NA, v75=v75_4 and v23=v23_13 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v16=v16.NA, v15=v15.NA, v24=v24_2, v23=v23_13, v87=v87_4, v96=v96_0, v95=v95_0, v2=v2_0, v84=v84_2 and v37=v37_6 (factors are sorted from the most common).
• low frequency for factors like v23=v23_7, v24=v24_8, v87=v87_8, v84=v84_5, v21=v21_2, v16=v16_1, v42=v42_2, v96=v96_99, v15=v15_4 and v23=v23.NA (factors are sorted from the rarest).

---

19. Description of the plane 33:34

Figure 19.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 19.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 33 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v74=v74_2, v76=v76_2, v57=v57_3, v77=v77_9, v16=v16.NA, v15=v15.NA, v58=v58_3, v8=v8_4, v73=v73_3 and v38=v38.NA (factors are sorted from the most common).
• low frequency for factors like v74=v74.NA, v23=v23_12, v24=v24_5, v77=v77.NA, v76=v76.NA, v38=v38_1, v15=v15_6, v16=v16_1, v72=v72.NA and v73=v73.NA (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v24=v24_8, v23=v23_7, v67=v67.NA, v66=v66.NA, v69=v69.NA, v68=v68.NA, v15=v15_4, v74=v74_3, v86=v86_7 and v37=v37_10 (factors are sorted from the most common).
• low frequency for factors like v69=v69_9, v76=v76_2, v67=v67_9, v32=v32_2, v86=v86.NA, v9=v9_2, v72=v72_9, v73=v73_9, v8=v8_2 and v88=v88.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v24=v24_5, v23=v23_12, v76=v76.NA, v77=v77.NA, v15=v15_6, v16=v16_1, v74=v74.NA, v71=v71_1, v70=v70_1 and v32=v32_2 (factors are sorted from the most common).
• low frequency for factors like v9=v9_6, v66=v66.NA, v67=v67.NA, v77=v77_9, v76=v76_1, v15=v15_4, v8=v8_4, v52=v52.NA, v63=v63.NA and v88=v88_8 (factors are sorted from the rarest).

---

The dimension 34 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v24=v24_8, v23=v23_7, v67=v67.NA, v66=v66.NA, v69=v69.NA, v68=v68.NA, v15=v15_4, v74=v74_3, v86=v86_7 and v37=v37_10 (factors are sorted from the most common).
• low frequency for factors like v69=v69_9, v76=v76_2, v67=v67_9, v32=v32_2, v86=v86.NA, v9=v9_2, v72=v72_9, v73=v73_9, v8=v8_2 and v88=v88.NA (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v74=v74_2, v76=v76_2, v57=v57_3, v77=v77_9, v16=v16.NA, v15=v15.NA, v58=v58_3, v8=v8_4, v73=v73_3 and v38=v38.NA (factors are sorted from the most common).
• low frequency for factors like v74=v74.NA, v23=v23_12, v24=v24_5, v77=v77.NA, v76=v76.NA, v38=v38_1, v15=v15_6, v16=v16_1, v72=v72.NA and v73=v73.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v24=v24_5, v23=v23_12, v76=v76.NA, v77=v77.NA, v15=v15_6, v16=v16_1, v74=v74.NA, v71=v71_1, v70=v70_1 and v32=v32_2 (factors are sorted from the most common).
• low frequency for factors like v9=v9_6, v66=v66.NA, v67=v67.NA, v77=v77_9, v76=v76_1, v15=v15_4, v8=v8_4, v52=v52.NA, v63=v63.NA and v88=v88_8 (factors are sorted from the rarest).

---

20. Description of the plane 35:36

Figure 20.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 20.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 35 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v48=v48_9, v24=v24_5, v23=v23_12, v59=v59_9, v54=v54_1, v42=v42_1, v77=v77_9, v94=v94_69, v56=v56_9 and v85=v85_1 (factors are sorted from the most common).
• low frequency for factors like v44=v44.NA, v55=v55.NA, v48=v48.NA, v59=v59.NA, v45=v45.NA, v56=v56.NA, v72=v72.NA, v73=v73.NA, v46=v46_6 and v23=v23_8 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v43=v43_4, v75=v75_4, v21=v21_6, v73=v73_2, v68=v68_2, v74=v74_2, v74=v74_6, v77=v77_4, v76=v76_6 and v16=v16_9 (factors are sorted from the most common).
• low frequency for factors like v16=v16_1, v37=v37_1, v15=v15_6, v66=v66_5, v54=v54_4, v25=v25_15, v26=v26_9, v27=v27_2, v8=v8_7 and v17=v17_5 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v73=v73.NA, v72=v72.NA, v24=v24_7, v23=v23_8, v3=v3_1, v26=v26_9, v25=v25_15, v19=v19_6, v55=v55.NA and v44=v44.NA (factors are sorted from the most common).
• low frequency for factors like v52=v52_9, v26=v26_2, v54=v54_1, v48=v48_9, v25=v25_2, v46=v46_1, v82=v82_7, v26=v26_1, v87=v87_7 and v88=v88_9 (factors are sorted from the rarest).

---

The dimension 36 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v43=v43_4, v75=v75_4, v21=v21_6, v73=v73_2, v68=v68_2, v74=v74_2, v74=v74_6, v77=v77_4, v76=v76_6 and v16=v16_9 (factors are sorted from the most common).
• low frequency for factors like v16=v16_1, v37=v37_1, v15=v15_6, v66=v66_5, v54=v54_4, v25=v25_15, v26=v26_9, v27=v27_2, v8=v8_7 and v17=v17_5 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v73=v73.NA, v72=v72.NA, v24=v24_7, v23=v23_8, v3=v3_1, v26=v26_9, v25=v25_15, v19=v19_6, v55=v55.NA and v44=v44.NA (factors are sorted from the most common).
• low frequency for factors like v52=v52_9, v26=v26_2, v54=v54_1, v48=v48_9, v25=v25_2, v46=v46_1, v82=v82_7, v26=v26_1, v87=v87_7 and v88=v88_9 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v48=v48_9, v24=v24_5, v23=v23_12, v59=v59_9, v54=v54_1, v42=v42_1, v77=v77_9, v94=v94_69, v56=v56_9 and v85=v85_1 (factors are sorted from the most common).
• low frequency for factors like v44=v44.NA, v55=v55.NA, v48=v48.NA, v59=v59.NA, v45=v45.NA, v56=v56.NA, v72=v72.NA, v73=v73.NA, v46=v46_6 and v23=v23_8 (factors are sorted from the rarest).

---

21. Description of the plane 37:38

Figure 21.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 21.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 37 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v83=v83_4, v43=v43_7, v5=v5_8, v1=v1_4, v32=v32_4, v4=v4_4, v75=v75_2, v76=v76_3, v24=v24_3 and v87=v87_5 (factors are sorted from the most common).
• low frequency for factors like v66=v66_1, v72=v72_9, v73=v73_9, v8=v8_5, v43=v43_5, v5=v5_6, v21=v21_4, v28=v28_2, v45=v45_6 and v67=v67_9 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v74=v74.NA, v75=v75.NA, v77=v77.NA, v76=v76.NA, v1=v1_2, v83=v83_3, v84=v84_5, v30=v30_7, v2=v2_2 and v28=v28_3 (factors are sorted from the most common).
• low frequency for factors like v77=v77_9, v76=v76_1, v21=v21_2, v86=v86.NA, v84=v84_2, v76=v76_2, v74=v74_1, v75=v75_9, v9=v9_2 and v74=v74_7 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v77=v77_9, v76=v76_2, v88=v88_5, v8=v8_2, v53=v53_2, v76=v76_1, v5=v5_1, v74=v74_2, v30=v30_2 and v24=v24_8 (factors are sorted from the most common).
• low frequency for factors like v74=v74.NA, v77=v77.NA, v76=v76.NA, v23=v23_12, v24=v24_5, v75=v75.NA, v78=v78_1, v83=v83_3, v1=v1_2 and v83=v83_4 (factors are sorted from the rarest).

---

The dimension 38 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v83=v83_4, v43=v43_7, v5=v5_8, v1=v1_4, v32=v32_4, v4=v4_4, v75=v75_2, v76=v76_3, v24=v24_3 and v87=v87_5 (factors are sorted from the most common).
• low frequency for factors like v66=v66_1, v72=v72_9, v73=v73_9, v8=v8_5, v43=v43_5, v5=v5_6, v21=v21_4, v28=v28_2, v45=v45_6 and v67=v67_9 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v77=v77_9, v76=v76_2, v88=v88_5, v8=v8_2, v53=v53_2, v76=v76_1, v5=v5_1, v74=v74_2, v30=v30_2 and v24=v24_8 (factors are sorted from the most common).
• low frequency for factors like v74=v74.NA, v77=v77.NA, v76=v76.NA, v23=v23_12, v24=v24_5, v75=v75.NA, v78=v78_1, v83=v83_3, v1=v1_2 and v83=v83_4 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v74=v74.NA, v75=v75.NA, v77=v77.NA, v76=v76.NA, v1=v1_2, v83=v83_3, v84=v84_5, v30=v30_7, v2=v2_2 and v28=v28_3 (factors are sorted from the most common).
• low frequency for factors like v77=v77_9, v76=v76_1, v21=v21_2, v86=v86.NA, v84=v84_2, v76=v76_2, v74=v74_1, v75=v75_9, v9=v9_2 and v74=v74_7 (factors are sorted from the rarest).

---

22. Description of the plane 39:40

Figure 22.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 22.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 39 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v50=v50_9, v83=v83_7, v84=v84_2, v85=v85_1, v4=v4_5, v66=v66_2, v73=v73_5, v95=v95_88, v52=v52_2 and v80=v80_3 (factors are sorted from the most common).
• low frequency for factors like v75=v75_1, v77=v77_1, v80=v80_2, v88=v88.NA, v85=v85.NA, v52=v52.NA, v63=v63.NA, v84=v84.NA, v87=v87.NA and v27=v27_5 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v75=v75_1, v77=v77_1, v74=v74_4, v7=v7_3, v80=v80_2, v6=v6_2, v76=v76_4, v82=v82_4, v26=v26_1 and v21=v21_4 (factors are sorted from the most common).
• low frequency for factors like v23=v23_8, v24=v24_7, v77=v77_4, v5=v5_0, v75=v75_4, v29=v29_1, v28=v28_1, v54=v54_9, v34=v34_1 and v22=v22_9 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v24=v24_7, v23=v23_8, v8=v8.NA, v42=v42_1, v9=v9_4, v20=v20_4, v94=v94_39, v49=v49_5, v9=v9.NA and v73=v73_1 (factors are sorted from the most common).
• low frequency for factors like v26=v26_1, v94=v94_13, v95=v95_88, v9=v9_2, v74=v74_4, v2=v2_0, v27=v27_4, v31=v31_2, v25=v25_1 and v88=v88_7 (factors are sorted from the rarest).

---

The dimension 40 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v50=v50_9, v83=v83_7, v84=v84_2, v85=v85_1, v4=v4_5, v66=v66_2, v73=v73_5, v95=v95_88, v52=v52_2 and v80=v80_3 (factors are sorted from the most common).
• low frequency for factors like v75=v75_1, v77=v77_1, v80=v80_2, v88=v88.NA, v85=v85.NA, v52=v52.NA, v63=v63.NA, v84=v84.NA, v87=v87.NA and v27=v27_5 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v75=v75_1, v77=v77_1, v74=v74_4, v7=v7_3, v80=v80_2, v6=v6_2, v76=v76_4, v82=v82_4, v26=v26_1 and v21=v21_4 (factors are sorted from the most common).
• low frequency for factors like v23=v23_8, v24=v24_7, v77=v77_4, v5=v5_0, v75=v75_4, v29=v29_1, v28=v28_1, v54=v54_9, v34=v34_1 and v22=v22_9 (factors are sorted from the rarest).

---

23. Description of the plane 41:42

Figure 23.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 23.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 41 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v76=v76_3, v74=v74_3, v87=v87_4, v8=v8_2, v84=v84_2, v88=v88_4, v9=v9_2, v94=v94_59, v81=v81_3 and v73=v73_4 (factors are sorted from the most common).
• low frequency for factors like v32=v32_4, v23=v23_8, v24=v24_7, v73=v73_2, v1=v1_4, v73=v73_3, v8=v8_7, v87=v87.NA, v26=v26_2 and v74=v74_2 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v74=v74_2, v15=v15_2, v73=v73_3, v32=v32_4, v8=v8_8, v67=v67_9, v76=v76_2, v48=v48_8, v76=v76_6 and v8=v8_7 (factors are sorted from the most common).
• low frequency for factors like v15=v15.NA, v16=v16.NA, v32=v32_2, v8=v8_5, v66=v66.NA, v67=v67.NA, v74=v74_5, v74=v74_3, v81=v81_3 and v73=v73_5 (factors are sorted from the rarest).

---

The dimension 42 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v73=v73_5, v24=v24_1, v23=v23_10, v52=v52_1, v15=v15_1, v35=v35_1, v8=v8_5, v94=v94_39, v72=v72_3 and v90=v90_6 (factors are sorted from the most common).
• low frequency for factors like v15=v15_2, v23=v23_1, v43=v43_3, v19=v19_4, v80=v80.NA, v4=v4_1, v5=v5_7, v24=v24_4, v29=v29_5 and v83=v83.NA (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v74=v74_2, v15=v15_2, v73=v73_3, v32=v32_4, v8=v8_8, v67=v67_9, v76=v76_2, v48=v48_8, v76=v76_6 and v8=v8_7 (factors are sorted from the most common).
• low frequency for factors like v15=v15.NA, v16=v16.NA, v32=v32_2, v8=v8_5, v66=v66.NA, v67=v67.NA, v74=v74_5, v74=v74_3, v81=v81_3 and v73=v73_5 (factors are sorted from the rarest).

---

24. Description of the plane 43:44

Figure 24.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 24.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 43 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v73=v73_1, v94=v94_11, v72=v72_1, v15=v15_6, v36=v36_5, v80=v80_3, v90=v90_4, v16=v16_2, v47=v47_8 and v26=v26_3 (factors are sorted from the most common).
• low frequency for factors like v73=v73_5, v23=v23_6, v72=v72_7, v112=v112.NA, v94=v94_59, v84=v84_5, v25=v25_5, v15=v15.NA, v16=v16.NA and v79=v79_2 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v23=v23_6, v25=v25_5, v77=v77_2, v75=v75_2, v17=v17_6, v26=v26_2, v87=v87_8, v31=v31_7, v84=v84_5 and v76=v76.NA (factors are sorted from the most common).
• low frequency for factors like v75=v75_4, v74=v74_6, v76=v76_6, v77=v77_4, v84=v84_2, v78=v78_6, v15=v15_6, v66=v66_1, v47=v47_8 and v94=v94_11 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v24=v24_7, v23=v23_8, v36=v36.NA, v69=v69_9, v80=v80_2, v7=v7_2, v77=v77_3, v82=v82_4, v73=v73_5 and v75=v75_3 (factors are sorted from the most common).
• low frequency for factors like v73=v73_1, v72=v72_1, v68=v68.NA, v69=v69.NA, v26=v26_2, v83=v83_7, v56=v56_9, v76=v76.NA, v32=v32_3 and v78=v78_3 (factors are sorted from the rarest).

---

The dimension 44 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v24=v24_7, v23=v23_8, v36=v36.NA, v69=v69_9, v80=v80_2, v7=v7_2, v77=v77_3, v82=v82_4, v73=v73_5 and v75=v75_3 (factors are sorted from the most common).
• low frequency for factors like v73=v73_1, v72=v72_1, v68=v68.NA, v69=v69.NA, v26=v26_2, v83=v83_7, v56=v56_9, v76=v76.NA, v32=v32_3 and v78=v78_3 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v73=v73_1, v94=v94_11, v72=v72_1, v15=v15_6, v36=v36_5, v80=v80_3, v90=v90_4, v16=v16_2, v47=v47_8 and v26=v26_3 (factors are sorted from the most common).
• low frequency for factors like v73=v73_5, v23=v23_6, v72=v72_7, v112=v112.NA, v94=v94_59, v84=v84_5, v25=v25_5, v15=v15.NA, v16=v16.NA and v79=v79_2 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v23=v23_6, v25=v25_5, v77=v77_2, v75=v75_2, v17=v17_6, v26=v26_2, v87=v87_8, v31=v31_7, v84=v84_5 and v76=v76.NA (factors are sorted from the most common).
• low frequency for factors like v75=v75_4, v74=v74_6, v76=v76_6, v77=v77_4, v84=v84_2, v78=v78_6, v15=v15_6, v66=v66_1, v47=v47_8 and v94=v94_11 (factors are sorted from the rarest).

---

25. Description of the plane 45:46

Figure 25.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 25.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 45 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v24=v24_7, v23=v23_8, v43=v43_5, v21=v21_4, v73=v73_9, v72=v72_9, v22=v22_2, v68=v68_4, v54=v54_3 and v87=v87_9 (factors are sorted from the most common).
• low frequency for factors like v42=v42_1, v71=v71_2, v22=v22_9, v74=v74_6, v3=v3_2, v2=v2_3, v72=v72_3, v8=v8_5, v49=v49.NA and v60=v60.NA (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v87=v87_4, v5=v5_1, v84=v84_2, v1=v1_3, v73=v73_2, v28=v28_2, v57=v57_3, v46=v46_1, v82=v82_9 and v72=v72_1 (factors are sorted from the most common).
• low frequency for factors like v77=v77_1, v21=v21_4, v82=v82_4, v75=v75_1, v73=v73_5, v54=v54_4, v90=v90_6, v47=v47_8, v83=v83_4 and v74=v74_7 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v82=v82_4, v79=v79_2, v54=v54_4, v83=v83_4, v3=v3_2, v72=v72_3, v77=v77_1, v73=v73_5, v76=v76_2 and v45=v45_3 (factors are sorted from the most common).
• low frequency for factors like v23=v23_8, v24=v24_7, v79=v79_3, v82=v82_7, v87=v87_4, v83=v83_9, v15=v15_1, v88=v88_5, v15=v15_4 and v72=v72_9 (factors are sorted from the rarest).

---

The dimension 46 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v87=v87_4, v5=v5_1, v84=v84_2, v1=v1_3, v73=v73_2, v28=v28_2, v57=v57_3, v46=v46_1, v82=v82_9 and v72=v72_1 (factors are sorted from the most common).
• low frequency for factors like v77=v77_1, v21=v21_4, v82=v82_4, v75=v75_1, v73=v73_5, v54=v54_4, v90=v90_6, v47=v47_8, v83=v83_4 and v74=v74_7 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v24=v24_7, v23=v23_8, v43=v43_5, v21=v21_4, v73=v73_9, v72=v72_9, v22=v22_2, v68=v68_4, v54=v54_3 and v87=v87_9 (factors are sorted from the most common).
• low frequency for factors like v42=v42_1, v71=v71_2, v22=v22_9, v74=v74_6, v3=v3_2, v2=v2_3, v72=v72_3, v8=v8_5, v49=v49.NA and v60=v60.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v82=v82_4, v79=v79_2, v54=v54_4, v83=v83_4, v3=v3_2, v72=v72_3, v77=v77_1, v73=v73_5, v76=v76_2 and v45=v45_3 (factors are sorted from the most common).
• low frequency for factors like v23=v23_8, v24=v24_7, v79=v79_3, v82=v82_7, v87=v87_4, v83=v83_9, v15=v15_1, v88=v88_5, v15=v15_4 and v72=v72_9 (factors are sorted from the rarest).

---

26. Description of the plane 47:48

Figure 26.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 26.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 47 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v73=v73_9, v72=v72_9, v7=v7.NA, v6=v6.NA, v37=v37_4, v90=v90_1, v94=v94_99, v9=v9.NA, v80=v80.NA and v79=v79.NA (factors are sorted from the most common).
• low frequency for factors like v28=v28_5, v73=v73_1, v80=v80_2, v72=v72_1, v34=v34_3, v5=v5_7, v42=v42_7, v76=v76_7, v78=v78_4 and v30=v30_5 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v72=v72_1, v73=v73_1, v28=v28_5, v34=v34_3, v42=v42_7, v78=v78_4, v82=v82_4, v87=v87_8, v3=v3_4 and v5=v5_7 (factors are sorted from the most common).
• low frequency for factors like v28=v28_3, v72=v72_9, v73=v73_9, v42=v42_6, v87=v87_4, v84=v84_2, v6=v6.NA, v7=v7.NA, v68=v68_3 and v46=v46.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v23=v23_6, v25=v25_5, v86=v86_2, v28=v28_3, v66=v66_4, v82=v82_5, v31=v31_7, v42=v42_6, v87=v87_7 and v37=v37_5 (factors are sorted from the most common).
• low frequency for factors like v57=v57_9, v23=v23_8, v24=v24_7, v34=v34_3, v28=v28.NA, v29=v29.NA, v40=v40.NA, v41=v41.NA, v30=v30.NA and v15=v15.NA (factors are sorted from the rarest).

---

The dimension 48 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v23=v23_6, v25=v25_5, v86=v86_2, v28=v28_3, v66=v66_4, v82=v82_5, v31=v31_7, v42=v42_6, v87=v87_7 and v37=v37_5 (factors are sorted from the most common).
• low frequency for factors like v57=v57_9, v23=v23_8, v24=v24_7, v34=v34_3, v28=v28.NA, v29=v29.NA, v40=v40.NA, v41=v41.NA, v30=v30.NA and v15=v15.NA (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v72=v72_1, v73=v73_1, v28=v28_5, v34=v34_3, v42=v42_7, v78=v78_4, v82=v82_4, v87=v87_8, v3=v3_4 and v5=v5_7 (factors are sorted from the most common).
• low frequency for factors like v28=v28_3, v72=v72_9, v73=v73_9, v42=v42_6, v87=v87_4, v84=v84_2, v6=v6.NA, v7=v7.NA, v68=v68_3 and v46=v46.NA (factors are sorted from the rarest).

---

27. Description of the plane 49:50

Figure 27.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 27.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 49 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v26=v26_1, v8=v8_7, v25=v25_1, v38=v38_2, v75=v75_2, v64=v64_1, v9=v9_3, v77=v77_2, v78=v78_3 and v2=v2_3 (factors are sorted from the most common).
• low frequency for factors like v76=v76_6, v90=v90_2, v30=v30_5, v59=v59_3, v75=v75_4, v8=v8_8, v74=v74_6, v29=v29_4, v54=v54_1 and v4=v4_3 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v82=v82_1, v9=v9_2, v17=v17_4, v16=v16_9, v4=v4_3, v96=v96_56, v34=v34_2, v57=v57_3, v87=v87_6 and v84=v84_1 (factors are sorted from the most common).
• low frequency for factors like v34=v34.NA, v82=v82_4, v68=v68_1, v16=v16_1, v15=v15_6, v81=v81_9, v43=v43_5, v8=v8_1, v76=v76_6 and v27=v27_5 (factors are sorted from the rarest).

---

The dimension 50 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v82=v82_1, v9=v9_2, v17=v17_4, v16=v16_9, v4=v4_3, v96=v96_56, v34=v34_2, v57=v57_3, v87=v87_6 and v84=v84_1 (factors are sorted from the most common).
• low frequency for factors like v34=v34.NA, v82=v82_4, v68=v68_1, v16=v16_1, v15=v15_6, v81=v81_9, v43=v43_5, v8=v8_1, v76=v76_6 and v27=v27_5 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v26=v26_1, v8=v8_7, v25=v25_1, v38=v38_2, v75=v75_2, v64=v64_1, v9=v9_3, v77=v77_2, v78=v78_3 and v2=v2_3 (factors are sorted from the most common).
• low frequency for factors like v76=v76_6, v90=v90_2, v30=v30_5, v59=v59_3, v75=v75_4, v8=v8_8, v74=v74_6, v29=v29_4, v54=v54_1 and v4=v4_3 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v76=v76_6, v74=v74_6, v9=v9.NA, v7=v7.NA, v6=v6.NA, v8=v8.NA, v16=v16.NA, v15=v15.NA, v75=v75_4 and v29=v29_4 (factors are sorted from the most common).
• low frequency for factors like v72=v72_9, v73=v73_9, v26=v26_1, v16=v16_9, v28=v28_3, v38=v38_2, v25=v25_1, v32=v32_3, v8=v8_7 and v60=v60_9 (factors are sorted from the rarest).

---

28. Description of the plane 51:52

Figure 28.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 28.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 51 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v25=v25_1, v26=v26_1, v73=v73_5, v28=v28_2, v5=v5_1, v76=v76_2, v8=v8_7, v9=v9_3, v78=v78_1 and v94=v94_49 (factors are sorted from the most common).
• low frequency for factors like v82=v82_7, v8=v8_2, v27=v27_6, v5=v5_5, v74=v74_7, v72=v72_1, v54=v54_5, v26=v26_3, v76=v76_3 and v8=v8_4 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v73=v73_2, v8=v8_4, v54=v54_2, v45=v45_6, v44=v44_1, v76=v76_3, v25=v25_3, v55=v55_3, v88=v88_9 and v52=v52_4 (factors are sorted from the most common).
• low frequency for factors like v73=v73_5, v44=v44_9, v70=v70_1, v71=v71_1, v3=v3_3, v45=v45_9, v77=v77_9, v27=v27_5, v8=v8_7 and v72=v72_6 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v82=v82_7, v67=v67_9, v71=v71_1, v70=v70_1, v54=v54_5, v29=v29_5, v69=v69_9, v37=v37_2, v95=v95_54 and v25=v25_2 (factors are sorted from the most common).
• low frequency for factors like v66=v66.NA, v67=v67.NA, v70=v70.NA, v71=v71.NA, v68=v68.NA, v69=v69.NA, v48=v48_8, v25=v25_1, v33=v33_2 and v73=v73_2 (factors are sorted from the rarest).

---

The dimension 52 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v25=v25_1, v26=v26_1, v73=v73_5, v28=v28_2, v5=v5_1, v76=v76_2, v8=v8_7, v9=v9_3, v78=v78_1 and v94=v94_49 (factors are sorted from the most common).
• low frequency for factors like v82=v82_7, v8=v8_2, v27=v27_6, v5=v5_5, v74=v74_7, v72=v72_1, v54=v54_5, v26=v26_3, v76=v76_3 and v8=v8_4 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v82=v82_7, v67=v67_9, v71=v71_1, v70=v70_1, v54=v54_5, v29=v29_5, v69=v69_9, v37=v37_2, v95=v95_54 and v25=v25_2 (factors are sorted from the most common).
• low frequency for factors like v66=v66.NA, v67=v67.NA, v70=v70.NA, v71=v71.NA, v68=v68.NA, v69=v69.NA, v48=v48_8, v25=v25_1, v33=v33_2 and v73=v73_2 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v73=v73_2, v8=v8_4, v54=v54_2, v45=v45_6, v44=v44_1, v76=v76_3, v25=v25_3, v55=v55_3, v88=v88_9 and v52=v52_4 (factors are sorted from the most common).
• low frequency for factors like v73=v73_5, v44=v44_9, v70=v70_1, v71=v71_1, v3=v3_3, v45=v45_9, v77=v77_9, v27=v27_5, v8=v8_7 and v72=v72_6 (factors are sorted from the rarest).

---

29. Description of the plane 53:54

Figure 29.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 29.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 53 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v15=v15_6, v16=v16_1, v18=v18_3, v82=v82_4, v81=v81_2, v8=v8_2, v67=v67.NA, v66=v66.NA, v85=v85.NA and v84=v84.NA (factors are sorted from the most common).
• low frequency for factors like v88=v88_8, v112=v112_3, v9=v9.NA, v67=v67_9, v15=v15.NA, v16=v16.NA, v8=v8.NA, v85=v85_2, v30=v30_3 and v84=v84_5 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v45=v45_7, v87=v87_7, v56=v56_4, v87=v87_5, v76=v76_1, v77=v77_9, v88=v88_9, v90=v90_1, v94=v94_99 and v84=v84_1 (factors are sorted from the most common).
• low frequency for factors like v33=v33_2, v80=v80.NA, v34=v34.NA, v79=v79.NA, v31=v31.NA, v74=v74_6, v2=v2_4, v76=v76_6, v72=v72.NA and v73=v73.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v112=v112_3, v88=v88_8, v82=v82.NA, v83=v83.NA, v88=v88_5, v80=v80.NA, v7=v7.NA, v6=v6.NA, v87=v87_8 and v70=v70_4 (factors are sorted from the most common).
• low frequency for factors like v82=v82_4, v15=v15_6, v16=v16_1, v88=v88_9, v87=v87_7, v31=v31_2, v60=v60_9, v25=v25_15, v26=v26_9 and v7=v7_8 (factors are sorted from the rarest).

---

The dimension 54 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v112=v112_3, v88=v88_8, v82=v82.NA, v83=v83.NA, v88=v88_5, v80=v80.NA, v7=v7.NA, v6=v6.NA, v87=v87_8 and v70=v70_4 (factors are sorted from the most common).
• low frequency for factors like v82=v82_4, v15=v15_6, v16=v16_1, v88=v88_9, v87=v87_7, v31=v31_2, v60=v60_9, v25=v25_15, v26=v26_9 and v7=v7_8 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v45=v45_7, v87=v87_7, v56=v56_4, v87=v87_5, v76=v76_1, v77=v77_9, v88=v88_9, v90=v90_1, v94=v94_99 and v84=v84_1 (factors are sorted from the most common).
• low frequency for factors like v33=v33_2, v80=v80.NA, v34=v34.NA, v79=v79.NA, v31=v31.NA, v74=v74_6, v2=v2_4, v76=v76_6, v72=v72.NA and v73=v73.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v15=v15_6, v16=v16_1, v18=v18_3, v82=v82_4, v81=v81_2, v8=v8_2, v67=v67.NA, v66=v66.NA, v85=v85.NA and v84=v84.NA (factors are sorted from the most common).
• low frequency for factors like v88=v88_8, v112=v112_3, v9=v9.NA, v67=v67_9, v15=v15.NA, v16=v16.NA, v8=v8.NA, v85=v85_2, v30=v30_3 and v84=v84_5 (factors are sorted from the rarest).

---

30. Description of the plane 55:56

Figure 30.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 30.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 55 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v24=v24_7, v23=v23_8, v40=v40_3, v7=v7.NA, v6=v6.NA, v34=v34_3, v9=v9.NA, v90=v90_1, v28=v28_2 and v83=v83_7 (factors are sorted from the most common).
• low frequency for factors like v77=v77_9, v88=v88_9, v76=v76_1, v23=v23_13, v24=v24_2, v65=v65_9, v30=v30_6, v76=v76_3, v52=v52_6 and v75=v75_3 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v8=v8_7, v87=v87_7, v24=v24_2, v23=v23_13, v88=v88_9, v2=v2_3, v82=v82_2, v49=v49_2, v86=v86_8 and v3=v3_6 (factors are sorted from the most common).
• low frequency for factors like v77=v77.NA, v76=v76.NA, v40=v40_3, v8=v8_2, v28=v28_2, v4=v4_3, v34=v34_3, v1=v1_3, v82=v82_8 and v31=v31_2 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v75=v75_3, v53=v53_6, v77=v77_3, v81=v81_3, v2=v2_5, v24=v24_8, v23=v23_7, v4=v4_3, v82=v82_8 and v6=v6_5 (factors are sorted from the most common).
• low frequency for factors like v2=v2_3, v77=v77_4, v75=v75_4, v112=v112.NA, v15=v15_3, v45=v45.NA, v56=v56.NA, v38=v38.NA, v81=v81_8 and v68=v68.NA (factors are sorted from the rarest).

---

The dimension 56 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v75=v75_3, v53=v53_6, v77=v77_3, v81=v81_3, v2=v2_5, v24=v24_8, v23=v23_7, v4=v4_3, v82=v82_8 and v6=v6_5 (factors are sorted from the most common).
• low frequency for factors like v2=v2_3, v77=v77_4, v75=v75_4, v112=v112.NA, v15=v15_3, v45=v45.NA, v56=v56.NA, v38=v38.NA, v81=v81_8 and v68=v68.NA (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v8=v8_7, v87=v87_7, v24=v24_2, v23=v23_13, v88=v88_9, v2=v2_3, v82=v82_2, v49=v49_2, v86=v86_8 and v3=v3_6 (factors are sorted from the most common).
• low frequency for factors like v77=v77.NA, v76=v76.NA, v40=v40_3, v8=v8_2, v28=v28_2, v4=v4_3, v34=v34_3, v1=v1_3, v82=v82_8 and v31=v31_2 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v24=v24_7, v23=v23_8, v40=v40_3, v7=v7.NA, v6=v6.NA, v34=v34_3, v9=v9.NA, v90=v90_1, v28=v28_2 and v83=v83_7 (factors are sorted from the most common).
• low frequency for factors like v77=v77_9, v88=v88_9, v76=v76_1, v23=v23_13, v24=v24_2, v65=v65_9, v30=v30_6, v76=v76_3, v52=v52_6 and v75=v75_3 (factors are sorted from the rarest).

---

31. Description of the plane 57:58

Figure 31.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 31.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 57 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v81=v81.NA, v82=v82_1, v83=v83.NA, v82=v82.NA, v80=v80.NA, v79=v79.NA, v3=v3_3, v79=v79_3, v25=v25_3 and v72=v72_4 (factors are sorted from the most common).
• low frequency for factors like v82=v82_4, v70=v70_3, v79=v79_2, v1=v1_0, v30=v30_3, v55=v55_3, v73=v73_2, v4=v4_3, v54=v54_4 and v81=v81_2 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v75=v75_2, v4=v4_3, v63=v63.NA, v52=v52.NA, v30=v30_6, v95=v95_23, v77=v77_2, v40=v40_7, v96=v96_52 and v79=v79_1 (factors are sorted from the most common).
• low frequency for factors like v63=v63_9, v68=v68_2, v96=v96_99, v30=v30_2, v40=v40_3, v77=v77_1, v33=v33_2, v32=v32_2, v79=v79.NA and v81=v81.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v63=v63_9, v33=v33_2, v3=v3_4, v77=v77_1, v2=v2_0, v37=v37_6, v82=v82_4, v62=v62_9, v40=v40_3 and v46=v46_8 (factors are sorted from the most common).
• low frequency for factors like v52=v52.NA, v63=v63.NA, v82=v82_1, v3=v3_3, v37=v37_1, v86=v86_9, v77=v77_4, v33=v33_1, v95=v95_78 and v2=v2_1 (factors are sorted from the rarest).

---

The dimension 58 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v63=v63_9, v33=v33_2, v3=v3_4, v77=v77_1, v2=v2_0, v37=v37_6, v82=v82_4, v62=v62_9, v40=v40_3 and v46=v46_8 (factors are sorted from the most common).
• low frequency for factors like v52=v52.NA, v63=v63.NA, v82=v82_1, v3=v3_3, v37=v37_1, v86=v86_9, v77=v77_4, v33=v33_1, v95=v95_78 and v2=v2_1 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v75=v75_2, v4=v4_3, v63=v63.NA, v52=v52.NA, v30=v30_6, v95=v95_23, v77=v77_2, v40=v40_7, v96=v96_52 and v79=v79_1 (factors are sorted from the most common).
• low frequency for factors like v63=v63_9, v68=v68_2, v96=v96_99, v30=v30_2, v40=v40_3, v77=v77_1, v33=v33_2, v32=v32_2, v79=v79.NA and v81=v81.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v81=v81.NA, v82=v82_1, v83=v83.NA, v82=v82.NA, v80=v80.NA, v79=v79.NA, v3=v3_3, v79=v79_3, v25=v25_3 and v72=v72_4 (factors are sorted from the most common).
• low frequency for factors like v82=v82_4, v70=v70_3, v79=v79_2, v1=v1_0, v30=v30_3, v55=v55_3, v73=v73_2, v4=v4_3, v54=v54_4 and v81=v81_2 (factors are sorted from the rarest).

---

32. Description of the plane 59:60

Figure 32.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 32.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 59 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v70=v70_2, v25=v25_2, v94=v94_59, v112=v112_5, v50=v50_5, v25=v25_11, v87=v87_5, v84=v84_1, v29=v29_5 and v25=v25_3 (factors are sorted from the most common).
• low frequency for factors like v80=v80_2, v37=v37_6, v1=v1_0, v75=v75_1, v34=v34_4, v68=v68_2, v4=v4_2, v2=v2_0, v50=v50_9 and v81=v81_9 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v73=v73_1, v57=v57_3, v46=v46_1, v72=v72_1, v31=v31_5, v68=v68_2, v25=v25_1, v76=v76_5, v77=v77_3 and v7=v7.NA (factors are sorted from the most common).
• low frequency for factors like v77=v77_4, v75=v75_4, v26=v26_2, v70=v70_2, v73=v73_5, v4=v4_4, v112=v112_5, v66=v66_5, v76=v76_6 and v25=v25_2 (factors are sorted from the rarest).

---

The dimension 60 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v53=v53_4, v4=v4_4, v40=v40_7, v41=v41_2, v77=v77_4, v4=v4_3, v75=v75_4, v34=v34_4, v21=v21_5 and v5=v5_6 (factors are sorted from the most common).
• low frequency for factors like v73=v73_1, v41=v41_1, v75=v75.NA, v31=v31_5, v33=v33_1, v76=v76_5, v74=v74.NA, v37=v37_1, v6=v6_3 and v42=v42_1 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v73=v73_1, v57=v57_3, v46=v46_1, v72=v72_1, v31=v31_5, v68=v68_2, v25=v25_1, v76=v76_5, v77=v77_3 and v7=v7.NA (factors are sorted from the most common).
• low frequency for factors like v77=v77_4, v75=v75_4, v26=v26_2, v70=v70_2, v73=v73_5, v4=v4_4, v112=v112_5, v66=v66_5, v76=v76_6 and v25=v25_2 (factors are sorted from the rarest).

---

33. Description of the plane 61:62

Figure 33.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 33.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 61 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v76=v76_6, v78=v78_1, v74=v74_6, v19=v19_1, v86=v86_2, v31=v31_4, v45=v45_8, v7=v7_3, v1=v1_5 and v72=v72_7 (factors are sorted from the most common).
• low frequency for factors like v42=v42_8, v88=v88_9, v36=v36_5, v43=v43_2, v7=v7_2, v19=v19_3, v25=v25_2, v53=v53_4, v19=v19_4 and v64=v64_9 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v7=v7_2, v43=v43_2, v42=v42_8, v19=v19_4, v112=v112_7, v6=v6_1, v76=v76_3, v20=v20_3, v50=v50_2 and v70=v70_2 (factors are sorted from the most common).
• low frequency for factors like v19=v19_1, v76=v76_6, v31=v31_4, v66=v66_5, v78=v78_1, v74=v74_6, v86=v86_2, v7=v7_1, v26=v26_1 and v25=v25_1 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v66=v66_5, v35=v35_8, v67=v67_4, v84=v84_6, v37=v37_5, v90=v90_6, v5=v5_5, v8=v8_6, v94=v94_49 and v76=v76_4 (factors are sorted from the most common).
• low frequency for factors like v27=v27_4, v9=v9_5, v32=v32_4, v95=v95_0, v96=v96_0, v72=v72_3, v23=v23_8, v24=v24_7, v90=v90_0 and v76=v76_3 (factors are sorted from the rarest).

---

The dimension 62 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v66=v66_5, v35=v35_8, v67=v67_4, v84=v84_6, v37=v37_5, v90=v90_6, v5=v5_5, v8=v8_6, v94=v94_49 and v76=v76_4 (factors are sorted from the most common).
• low frequency for factors like v27=v27_4, v9=v9_5, v32=v32_4, v95=v95_0, v96=v96_0, v72=v72_3, v23=v23_8, v24=v24_7, v90=v90_0 and v76=v76_3 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v7=v7_2, v43=v43_2, v42=v42_8, v19=v19_4, v112=v112_7, v6=v6_1, v76=v76_3, v20=v20_3, v50=v50_2 and v70=v70_2 (factors are sorted from the most common).
• low frequency for factors like v19=v19_1, v76=v76_6, v31=v31_4, v66=v66_5, v78=v78_1, v74=v74_6, v86=v86_2, v7=v7_1, v26=v26_1 and v25=v25_1 (factors are sorted from the rarest).

---

34. Description of the plane 63:64

Figure 34.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 34.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 63 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v31=v31_2, v43=v43_4, v21=v21_6, v82=v82_9, v25=v25_11, v37=v37_5, v25=v25_8, v67=v67_4, v36=v36_4 and v26=v26_5 (factors are sorted from the most common).
• low frequency for factors like v31=v31.NA, v23=v23_1, v37=v37_10, v56=v56_3, v73=v73_5, v45=v45_1, v70=v70.NA, v71=v71.NA, v75=v75_1 and v78=v78.NA (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v71=v71.NA, v70=v70.NA, v38=v38_3, v67=v67.NA, v66=v66.NA, v77=v77_1, v75=v75_1, v15=v15_6, v62=v62_3 and v2=v2_0 (factors are sorted from the most common).
• low frequency for factors like v57=v57_9, v77=v77_4, v16=v16_9, v75=v75_4, v46=v46_8, v46=v46_9, v3=v3_5, v68=v68_1, v74=v74_6 and v73=v73_5 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v73=v73_5, v72=v72_6, v57=v57_9, v70=v70_2, v86=v86_1, v26=v26_3, v46=v46_8, v67=v67_9, v77=v77_3 and v75=v75_3 (factors are sorted from the most common).
• low frequency for factors like v72=v72.NA, v73=v73.NA, v66=v66.NA, v67=v67.NA, v70=v70.NA, v71=v71.NA, v36=v36_4, v31=v31_2, v81=v81_8 and v38=v38_3 (factors are sorted from the rarest).

---

The dimension 64 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v71=v71.NA, v70=v70.NA, v38=v38_3, v67=v67.NA, v66=v66.NA, v77=v77_1, v75=v75_1, v15=v15_6, v62=v62_3 and v2=v2_0 (factors are sorted from the most common).
• low frequency for factors like v57=v57_9, v77=v77_4, v16=v16_9, v75=v75_4, v46=v46_8, v46=v46_9, v3=v3_5, v68=v68_1, v74=v74_6 and v73=v73_5 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v31=v31_2, v43=v43_4, v21=v21_6, v82=v82_9, v25=v25_11, v37=v37_5, v25=v25_8, v67=v67_4, v36=v36_4 and v26=v26_5 (factors are sorted from the most common).
• low frequency for factors like v31=v31.NA, v23=v23_1, v37=v37_10, v56=v56_3, v73=v73_5, v45=v45_1, v70=v70.NA, v71=v71.NA, v75=v75_1 and v78=v78.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v73=v73_5, v72=v72_6, v57=v57_9, v70=v70_2, v86=v86_1, v26=v26_3, v46=v46_8, v67=v67_9, v77=v77_3 and v75=v75_3 (factors are sorted from the most common).
• low frequency for factors like v72=v72.NA, v73=v73.NA, v66=v66.NA, v67=v67.NA, v70=v70.NA, v71=v71.NA, v36=v36_4, v31=v31_2, v81=v81_8 and v38=v38_3 (factors are sorted from the rarest).

---

35. Description of the plane 65:66

Figure 35.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 35.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 65 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v25=v25_1, v31=v31_5, v73=v73_5, v8=v8.NA, v72=v72_6, v9=v9.NA, v8=v8_1, v49=v49_1, v26=v26_1 and v50=v50_6 (factors are sorted from the most common).
• low frequency for factors like v72=v72.NA, v73=v73.NA, v9=v9_6, v42=v42_8, v82=v82_4, v49=v49.NA, v48=v48_8, v1=v1_4, v36=v36_6 and v49=v49_6 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v17=v17_6, v75=v75_2, v77=v77_2, v74=v74_6, v34=v34_2, v76=v76_6, v94=v94_39, v42=v42_8, v82=v82_1 and v1=v1_6 (factors are sorted from the most common).
• low frequency for factors like v8=v8_7, v69=v69_9, v19=v19_3, v43=v43_6, v31=v31_5, v34=v34.NA, v46=v46.NA, v57=v57.NA, v68=v68_1 and v5=v5_5 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v32=v32_3, v34=v34.NA, v8=v8_7, v69=v69_9, v49=v49_6, v40=v40_2, v48=v48_8, v42=v42_3, v1=v1_3 and v28=v28_4 (factors are sorted from the most common).
• low frequency for factors like v17=v17_6, v70=v70.NA, v71=v71.NA, v72=v72_3, v8=v8_1, v68=v68.NA, v69=v69.NA, v32=v32_2, v37=v37_6 and v81=v81_1 (factors are sorted from the rarest).

---

The dimension 66 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v25=v25_1, v31=v31_5, v73=v73_5, v8=v8.NA, v72=v72_6, v9=v9.NA, v8=v8_1, v49=v49_1, v26=v26_1 and v50=v50_6 (factors are sorted from the most common).
• low frequency for factors like v72=v72.NA, v73=v73.NA, v9=v9_6, v42=v42_8, v82=v82_4, v49=v49.NA, v48=v48_8, v1=v1_4, v36=v36_6 and v49=v49_6 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v17=v17_6, v75=v75_2, v77=v77_2, v74=v74_6, v34=v34_2, v76=v76_6, v94=v94_39, v42=v42_8, v82=v82_1 and v1=v1_6 (factors are sorted from the most common).
• low frequency for factors like v8=v8_7, v69=v69_9, v19=v19_3, v43=v43_6, v31=v31_5, v34=v34.NA, v46=v46.NA, v57=v57.NA, v68=v68_1 and v5=v5_5 (factors are sorted from the rarest).

---

36. Description of the plane 67:68

Figure 36.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 36.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 67 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v56=v56_9, v57=v57_9, v46=v46_8, v74=v74.NA, v36=v36_3, v2=v2_5, v8=v8_4, v87=v87_4, v9=v9_6 and v75=v75.NA (factors are sorted from the most common).
• low frequency for factors like v45=v45.NA, v56=v56.NA, v15=v15_3, v46=v46.NA, v57=v57.NA, v2=v2_4, v23=v23_12, v24=v24_5, v47=v47.NA and v58=v58.NA (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v2=v2_4, v24=v24_5, v23=v23_12, v74=v74_7, v90=v90_4, v7=v7.NA, v6=v6.NA, v82=v82.NA, v67=v67.NA and v66=v66.NA (factors are sorted from the most common).
• low frequency for factors like v8=v8_2, v53=v53_2, v26=v26_1, v76=v76_6, v84=v84_2, v9=v9_6, v74=v74_6, v42=v42_8, v87=v87_4 and v8=v8_4 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v74=v74_5, v42=v42_8, v54=v54_2, v68=v68_2, v37=v37_6, v40=v40_7, v15=v15_3, v7=v7_1, v24=v24_1 and v23=v23_10 (factors are sorted from the most common).
• low frequency for factors like v15=v15_2, v74=v74.NA, v52=v52.NA, v63=v63.NA, v48=v48_8, v75=v75.NA, v76=v76.NA, v77=v77.NA, v82=v82.NA and v19=v19_3 (factors are sorted from the rarest).

---

The dimension 68 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v2=v2_4, v24=v24_5, v23=v23_12, v74=v74_7, v90=v90_4, v7=v7.NA, v6=v6.NA, v82=v82.NA, v67=v67.NA and v66=v66.NA (factors are sorted from the most common).
• low frequency for factors like v8=v8_2, v53=v53_2, v26=v26_1, v76=v76_6, v84=v84_2, v9=v9_6, v74=v74_6, v42=v42_8, v87=v87_4 and v8=v8_4 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v56=v56_9, v57=v57_9, v46=v46_8, v74=v74.NA, v36=v36_3, v2=v2_5, v8=v8_4, v87=v87_4, v9=v9_6 and v75=v75.NA (factors are sorted from the most common).
• low frequency for factors like v45=v45.NA, v56=v56.NA, v15=v15_3, v46=v46.NA, v57=v57.NA, v2=v2_4, v23=v23_12, v24=v24_5, v47=v47.NA and v58=v58.NA (factors are sorted from the rarest).

---

37. Description of the plane 69:70

Figure 37.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 37.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

---

The dimension 69 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v76=v76_6, v18=v18_3, v57=v57.NA, v46=v46.NA, v17=v17_4, v56=v56.NA, v45=v45.NA, v74=v74_6, v8=v8_5 and v16=v16_2 (factors are sorted from the most common).
• low frequency for factors like v18=v18_9, v81=v81.NA, v57=v57_9, v52=v52_1, v17=v17_3, v8=v8_7, v19=v19_4, v56=v56_9, v49=v49_1 and v3=v3_4 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v7=v7_3, v6=v6_2, v2=v2_4, v54=v54_3, v94=v94_59, v88=v88_5, v72=v72_5, v53=v53_2, v9=v9_6 and v25=v25_2 (factors are sorted from the most common).
• low frequency for factors like v46=v46_8, v82=v82_9, v9=v9_5, v31=v31_3, v9=v9_1, v8=v8_5, v83=v83_9, v76=v76_2, v53=v53.NA and v64=v64.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v42=v42_8, v83=v83_9, v6=v6_6, v46=v46_8, v3=v3_4, v4=v4_4, v9=v9_1, v82=v82_9, v88=v88_4 and v77=v77_3 (factors are sorted from the most common).
• low frequency for factors like v8=v8_4, v6=v6_2, v53=v53_2, v26=v26_2, v7=v7_3, v54=v54_3, v71=v71_2, v4=v4_3, v1=v1_1 and v3=v3_3 (factors are sorted from the rarest).

The group 4 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v81=v81_9, v5=v5_9, v72=v72_3, v40=v40_3, v88=v88_9, v94=v94_99, v86=v86_9, v67=v67_5, v52=v52_1 and v17=v17_3 (factors are sorted from the most common).
• low frequency for factors like v52=v52_2, v34=v34.NA, v112=v112_5, v53=v53_2, v83=v83_9, v64=v64_9, v60=v60_9, v38=v38_5, v59=v59_9 and v112=v112_2 (factors are sorted from the rarest).

---

The dimension 70 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v81=v81_9, v5=v5_9, v72=v72_3, v40=v40_3, v88=v88_9, v94=v94_99, v86=v86_9, v67=v67_5, v52=v52_1 and v17=v17_3 (factors are sorted from the most common).
• low frequency for factors like v52=v52_2, v34=v34.NA, v112=v112_5, v53=v53_2, v83=v83_9, v64=v64_9, v60=v60_9, v38=v38_5, v59=v59_9 and v112=v112_2 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v7=v7_3, v6=v6_2, v2=v2_4, v54=v54_3, v94=v94_59, v88=v88_5, v72=v72_5, v53=v53_2, v9=v9_6 and v25=v25_2 (factors are sorted from the most common).
• low frequency for factors like v46=v46_8, v82=v82_9, v9=v9_5, v31=v31_3, v9=v9_1, v8=v8_5, v83=v83_9, v76=v76_2, v53=v53.NA and v64=v64.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v42=v42_8, v83=v83_9, v6=v6_6, v46=v46_8, v3=v3_4, v4=v4_4, v9=v9_1, v82=v82_9, v88=v88_4 and v77=v77_3 (factors are sorted from the most common).
• low frequency for factors like v8=v8_4, v6=v6_2, v53=v53_2, v26=v26_2, v7=v7_3, v54=v54_3, v71=v71_2, v4=v4_3, v1=v1_1 and v3=v3_3 (factors are sorted from the rarest).

The group 4 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v76=v76_6, v18=v18_3, v57=v57.NA, v46=v46.NA, v17=v17_4, v56=v56.NA, v45=v45.NA, v74=v74_6, v8=v8_5 and v16=v16_2 (factors are sorted from the most common).
• low frequency for factors like v18=v18_9, v81=v81.NA, v57=v57_9, v52=v52_1, v17=v17_3, v8=v8_7, v19=v19_4, v56=v56_9, v49=v49_1 and v3=v3_4 (factors are sorted from the rarest).

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38. Description of the plane 71:72

Figure 38.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 38.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

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The dimension 71 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v32=v32_3, v37=v37_2, v71=v71_2, v112=v112_1, v3=v3_3, v57=v57_3, v1=v1_0, v74=v74_5, v70=v70_3 and v83=v83_4 (factors are sorted from the most common).
• low frequency for factors like v32=v32_2, v8=v8_2, v49=v49_2, v9=v9_2, v18=v18_9, v50=v50_5, v66=v66_1, v31=v31_1, v30=v30_5 and v112=v112.NA (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v31=v31_1, v9=v9_6, v16=v16_1, v74=v74.NA, v8=v8_6, v75=v75.NA, v2=v2_4, v72=v72_4, v8=v8_4 and v15=v15_6 (factors are sorted from the most common).
• low frequency for factors like v16=v16_9, v1=v1_2, v50=v50_5, v2=v2_3, v38=v38_2, v72=v72_3, v73=v73_1, v28=v28_5, v8=v8_1 and v74=v74_1 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v3=v3_2, v50=v50_5, v75=v75_9, v74=v74_1, v16=v16_9, v3=v3_6, v86=v86_4, v31=v31_2, v49=v49_3 and v21=v21_4 (factors are sorted from the most common).
• low frequency for factors like v9=v9_6, v2=v2_4, v8=v8_4, v72=v72_4, v15=v15.NA, v16=v16.NA, v74=v74.NA, v1=v1_6, v75=v75.NA and v50=v50_9 (factors are sorted from the rarest).

The group 4 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v20=v20_4, v46=v46_4, v4=v4_5, v8=v8_2, v32=v32_2, v73=v73_9, v72=v72_9, v45=v45_4, v70=v70_2 and v19=v19_5 (factors are sorted from the most common).
• low frequency for factors like v32=v32_3, v112=v112_1, v3=v3_2, v24=v24_4, v78=v78_3, v19=v19_1, v82=v82_8, v20=v20_9, v72=v72.NA and v73=v73.NA (factors are sorted from the rarest).

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The dimension 72 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v20=v20_4, v46=v46_4, v4=v4_5, v8=v8_2, v32=v32_2, v73=v73_9, v72=v72_9, v45=v45_4, v70=v70_2 and v19=v19_5 (factors are sorted from the most common).
• low frequency for factors like v32=v32_3, v112=v112_1, v3=v3_2, v24=v24_4, v78=v78_3, v19=v19_1, v82=v82_8, v20=v20_9, v72=v72.NA and v73=v73.NA (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v31=v31_1, v9=v9_6, v16=v16_1, v74=v74.NA, v8=v8_6, v75=v75.NA, v2=v2_4, v72=v72_4, v8=v8_4 and v15=v15_6 (factors are sorted from the most common).
• low frequency for factors like v16=v16_9, v1=v1_2, v50=v50_5, v2=v2_3, v38=v38_2, v72=v72_3, v73=v73_1, v28=v28_5, v8=v8_1 and v74=v74_1 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v3=v3_2, v50=v50_5, v75=v75_9, v74=v74_1, v16=v16_9, v3=v3_6, v86=v86_4, v31=v31_2, v49=v49_3 and v21=v21_4 (factors are sorted from the most common).
• low frequency for factors like v9=v9_6, v2=v2_4, v8=v8_4, v72=v72_4, v15=v15.NA, v16=v16.NA, v74=v74.NA, v1=v1_6, v75=v75.NA and v50=v50_9 (factors are sorted from the rarest).

The group 4 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v32=v32_3, v37=v37_2, v71=v71_2, v112=v112_1, v3=v3_3, v57=v57_3, v1=v1_0, v74=v74_5, v70=v70_3 and v83=v83_4 (factors are sorted from the most common).
• low frequency for factors like v32=v32_2, v8=v8_2, v49=v49_2, v9=v9_2, v18=v18_9, v50=v50_5, v66=v66_1, v31=v31_1, v30=v30_5 and v112=v112.NA (factors are sorted from the rarest).

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39. Description of the plane 73:74

Figure 39.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 39.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

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The dimension 73 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v82=v82.NA, v83=v83.NA, v24=v24_7, v23=v23_8, v80=v80.NA, v19=v19_2, v73=v73_2, v86=v86_2, v83=v83_4 and v81=v81.NA (factors are sorted from the most common).
• low frequency for factors like v79=v79_6, v81=v81_9, v94=v94_11, v52=v52_4, v79=v79_3, v45=v45_1, v82=v82_9, v5=v5_6, v42=v42_6 and v53=v53_4 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v25=v25_2, v26=v26_2, v82=v82_2, v88=v88_5, v77=v77_3, v75=v75_3, v52=v52_1, v16=v16.NA, v15=v15.NA and v94=v94_25 (factors are sorted from the most common).
• low frequency for factors like v81=v81_2, v79=v79_5, v82=v82.NA, v83=v83_4, v86=v86_2, v74=v74_5, v83=v83.NA, v17=v17_3, v5=v5_8 and v9=v9_5 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v52=v52_4, v82=v82_9, v42=v42_6, v81=v81_2, v26=v26_1, v5=v5_6, v9=v9_5, v28=v28_3, v25=v25_1 and v4=v4_1 (factors are sorted from the most common).
• low frequency for factors like v81=v81.NA, v82=v82_1, v28=v28_5, v83=v83.NA, v82=v82.NA, v9=v9_2, v25=v25_2, v8=v8_2, v73=v73_2 and v27=v27_6 (factors are sorted from the rarest).

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The dimension 74 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v25=v25_2, v26=v26_2, v82=v82_2, v88=v88_5, v77=v77_3, v75=v75_3, v52=v52_1, v16=v16.NA, v15=v15.NA and v94=v94_25 (factors are sorted from the most common).
• low frequency for factors like v81=v81_2, v79=v79_5, v82=v82.NA, v83=v83_4, v86=v86_2, v74=v74_5, v83=v83.NA, v17=v17_3, v5=v5_8 and v9=v9_5 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v82=v82.NA, v83=v83.NA, v24=v24_7, v23=v23_8, v80=v80.NA, v19=v19_2, v73=v73_2, v86=v86_2, v83=v83_4 and v81=v81.NA (factors are sorted from the most common).
• low frequency for factors like v79=v79_6, v81=v81_9, v94=v94_11, v52=v52_4, v79=v79_3, v45=v45_1, v82=v82_9, v5=v5_6, v42=v42_6 and v53=v53_4 (factors are sorted from the rarest).

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40. Description of the plane 75:76

Figure 40.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 40.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

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The dimension 75 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v72=v72_4, v3=v3_2, v81=v81_4, v7=v7.NA, v6=v6.NA, v38=v38_2, v30=v30_5, v9=v9.NA, v8=v8.NA and v112=v112_5 (factors are sorted from the most common).
• low frequency for factors like v16=v16_9, v112=v112_4, v54=v54_3, v95=v95_78, v25=v25_7, v26=v26_4, v17=v17_5, v38=v38_5, v45=v45_8 and v38=v38_3 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v16=v16_9, v54=v54_3, v8=v8_2, v53=v53_4, v15=v15_2, v112=v112_8, v6=v6_3, v17=v17_3, v19=v19_5 and v88=v88_7 (factors are sorted from the most common).
• low frequency for factors like v1=v1_1, v72=v72_4, v8=v8.NA, v9=v9.NA, v68=v68_3, v29=v29_4, v6=v6.NA, v7=v7.NA, v36=v36_6 and v15=v15_6 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v112=v112_1, v53=v53_1, v38=v38_5, v23=v23_6, v15=v15_1, v95=v95_54, v73=v73_4, v72=v72_2, v25=v25_5 and v71=v71_1 (factors are sorted from the most common).
• low frequency for factors like v5=v5_4, v38=v38.NA, v80=v80.NA, v79=v79.NA, v23=v23_8, v24=v24_7, v3=v3_2, v53=v53_4, v42=v42_8 and v71=v71_3 (factors are sorted from the rarest).

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The dimension 76 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v16=v16_9, v54=v54_3, v8=v8_2, v53=v53_4, v15=v15_2, v112=v112_8, v6=v6_3, v17=v17_3, v19=v19_5 and v88=v88_7 (factors are sorted from the most common).
• low frequency for factors like v1=v1_1, v72=v72_4, v8=v8.NA, v9=v9.NA, v68=v68_3, v29=v29_4, v6=v6.NA, v7=v7.NA, v36=v36_6 and v15=v15_6 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v112=v112_1, v53=v53_1, v38=v38_5, v23=v23_6, v15=v15_1, v95=v95_54, v73=v73_4, v72=v72_2, v25=v25_5 and v71=v71_1 (factors are sorted from the most common).
• low frequency for factors like v5=v5_4, v38=v38.NA, v80=v80.NA, v79=v79.NA, v23=v23_8, v24=v24_7, v3=v3_2, v53=v53_4, v42=v42_8 and v71=v71_3 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v72=v72_4, v3=v3_2, v81=v81_4, v7=v7.NA, v6=v6.NA, v38=v38_2, v30=v30_5, v9=v9.NA, v8=v8.NA and v112=v112_5 (factors are sorted from the most common).
• low frequency for factors like v16=v16_9, v112=v112_4, v54=v54_3, v95=v95_78, v25=v25_7, v26=v26_4, v17=v17_5, v38=v38_5, v45=v45_8 and v38=v38_3 (factors are sorted from the rarest).

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41. Description of the plane 77:78

Figure 41.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 41.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

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The dimension 77 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v112=v112_4, v1=v1_6, v50=v50_2, v37=v37_10, v71=v71_2, v28=v28_2, v95=v95_78, v5=v5_6, v77=v77_9 and v96=v96_88 (factors are sorted from the most common).
• low frequency for factors like v37=v37_6, v36=v36_3, v53=v53_3, v112=v112_3, v78=v78_2, v40=v40_3, v5=v5_8, v28=v28_3, v25=v25_2 and v20=v20_9 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v36=v36_3, v53=v53_3, v78=v78_3, v33=v33_4, v79=v79.NA, v90=v90_8, v8=v8.NA, v80=v80.NA, v83=v83.NA and v42=v42_6 (factors are sorted from the most common).
• low frequency for factors like v112=v112_4, v5=v5_6, v54=v54_4, v75=v75.NA, v77=v77_9, v74=v74.NA, v71=v71_2, v1=v1_4, v76=v76_1 and v40=v40_2 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v74=v74.NA, v75=v75.NA, v43=v43_1, v30=v30_3, v113=v113_1, v37=v37_6, v16=v16.NA, v15=v15.NA, v83=v83_2 and v17=v17_3 (factors are sorted from the most common).
• low frequency for factors like v30=v30_2, v37=v37_10, v31=v31_4, v15=v15_6, v45=v45_6, v19=v19_3, v73=v73_1, v78=v78_3, v113=v113.NA and v31=v31_1 (factors are sorted from the rarest).

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The dimension 78 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v74=v74.NA, v75=v75.NA, v43=v43_1, v30=v30_3, v113=v113_1, v37=v37_6, v16=v16.NA, v15=v15.NA, v83=v83_2 and v17=v17_3 (factors are sorted from the most common).
• low frequency for factors like v30=v30_2, v37=v37_10, v31=v31_4, v15=v15_6, v45=v45_6, v19=v19_3, v73=v73_1, v78=v78_3, v113=v113.NA and v31=v31_1 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

• high frequency for factors like v112=v112_4, v1=v1_6, v50=v50_2, v37=v37_10, v71=v71_2, v28=v28_2, v95=v95_78, v5=v5_6, v77=v77_9 and v96=v96_88 (factors are sorted from the most common).
• low frequency for factors like v37=v37_6, v36=v36_3, v53=v53_3, v112=v112_3, v78=v78_2, v40=v40_3, v5=v5_8, v28=v28_3, v25=v25_2 and v20=v20_9 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

• high frequency for factors like v36=v36_3, v53=v53_3, v78=v78_3, v33=v33_4, v79=v79.NA, v90=v90_8, v8=v8.NA, v80=v80.NA, v83=v83.NA and v42=v42_6 (factors are sorted from the most common).
• low frequency for factors like v112=v112_4, v5=v5_6, v54=v54_4, v75=v75.NA, v77=v77_9, v74=v74.NA, v71=v71_2, v1=v1_4, v76=v76_1 and v40=v40_2 (factors are sorted from the rarest).

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42. Classification

Figure 42 - Ascending Hierarchical Classification of the individuals. The classification made on individuals reveals 3 clusters.

The cluster 1 is made of individuals sharing :

• high frequency for factors like v29=v29.NA, v28=v28.NA, v30=v30.NA, v41=v41.NA, v40=v40.NA, v32=v32.NA, v33=v33.NA, v42=v42_9, v37=v37.NA and v65=v65.NA (factors are sorted from the most common).
• low frequency for factors like v65=v65_9, v62=v62_9, v51=v51_1, v63=v63_9, v41=v41_1, v56=v56_9, v64=v64_9, v69=v69_9, v58=v58_9 and v67=v67_9 (factors are sorted from the rarest).

The cluster 2 is made of individuals sharing :

• high frequency for factors like v40=v40_7, v55=v55_3, v44=v44_1, v29=v29_6, v41=v41_2, v6=v6_1, v9=v9_5, v21=v21_9, v35=v35.NA and v1=v1_0 (factors are sorted from the most common).
• low frequency for factors like v44=v44_9, v55=v55_9, v4=v4_0, v53=v53_9, v40=v40_1, v5=v5_0, v28=v28_1, v54=v54_9, v29=v29_1 and v35=v35_5 (factors are sorted from the rarest).

The cluster 3 is made of individuals sharing :

• high frequency for factors like v44=v44_9, v55=v55_9, v4=v4_0, v53=v53_9, v40=v40_1, v41=v41_1, v5=v5_0, v28=v28_1, v54=v54_9 and v29=v29_1 (factors are sorted from the most common).
• low frequency for factors like v48=v48.NA, v59=v59.NA, v35=v35.NA, v40=v40_7, v55=v55_3, v44=v44_1, v45=v45.NA, v56=v56.NA, v1=v1_0 and v41=v41_2 (factors are sorted from the rarest).

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Annexes